diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
new file mode 100644
index 0000000..f7cb92b
--- /dev/null
+++ b/.github/workflows/docs.yml
@@ -0,0 +1,51 @@
+# Simple workflow for deploying static content to GitHub Pages
+name: Deploy docs to Pages
+
+on:
+  # Runs on pushes targeting the default branch
+  push:
+    branches: ["master"]
+
+  # Allows you to run this workflow manually from the Actions tab
+  workflow_dispatch:
+
+# Sets permissions of the GITHUB_TOKEN to allow deployment to GitHub Pages
+permissions:
+  contents: read
+  pages: write
+  id-token: write
+
+# Allow only one concurrent deployment, skipping runs queued between the run in-progress and latest queued.
+# However, do NOT cancel in-progress runs as we want to allow these production deployments to complete.
+concurrency:
+  group: "pages"
+  cancel-in-progress: false
+
+jobs:
+  # Single deploy job since we're just deploying
+  deploy:
+    environment:
+      name: github-pages
+      url: ${{ steps.deployment.outputs.page_url }}
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v3
+      - name: Setup Pages
+        uses: actions/configure-pages@v3
+      - name: Setup Python
+        uses: actions/setup-python@v3.1.4
+      - name: Install requirements
+        run: pip install -r requirements.txt
+        working-directory: ./docs
+      - name: Build docs
+        run: make html
+        working-directory: ./docs
+      - name: Upload artifact
+        uses: actions/upload-pages-artifact@v1
+        with:
+          # Upload entire repository
+          path: './docs/build/html/'
+      - name: Deploy to GitHub Pages
+        id: deployment
+        uses: actions/deploy-pages@v2
diff --git a/.gitignore b/.gitignore
index abd78ed..26d218c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,7 +3,6 @@
 *.dSYM
 *.csv
 *.out
-*.png
 *.so
 *.exe
 *.dll
@@ -11,6 +10,10 @@
 *.dylib
 *.pyc
 *~
+chart*.png
+bad*.list
+anchors.txt
+counters_per_class.txt
 mnist/
 caffe/
 grasp/
@@ -19,6 +22,7 @@ opencv/
 convnet/
 decaf/
 submission/
+dataset/
 
 temp/
 build/darknet/*
@@ -29,6 +33,9 @@ vcpkg_installed/
 !build/darknet/YoloWrapper.cs
 .fuse*
 *.weights
+*.db
+*.sqlite
+
 build/*.cmake
 build/*.ninja
 build/*.txt
@@ -53,9 +60,6 @@ Thumbs.db
 .vs/
 .vscode/
 
-# Managed by CMake
-#src/version.h
-
 # Build artifacts
 lib/
 share/
@@ -63,5 +67,168 @@ include/darknet/
 uselib
 uselib_track
 darknet
-lightNet
+lightnet
 vcpkg/
+
+docs/build/
+
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 0000000..a97b960
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,12 @@
+                                  YOLO LICENSE
+                             Version 2, July 29 2016
+
+THIS SOFTWARE LICENSE IS PROVIDED "ALL CAPS" SO THAT YOU KNOW IT IS SUPER
+SERIOUS AND YOU DON'T MESS AROUND WITH COPYRIGHT LAW BECAUSE YOU WILL GET IN
+TROUBLE HERE ARE SOME OTHER BUZZWORDS COMMONLY IN THESE THINGS WARRANTIES
+LIABILITY CONTRACT TORT LIABLE CLAIMS RESTRICTION MERCHANTABILITY. NOW HERE'S
+THE REAL LICENSE:
+
+0. Darknet is public domain.
+1. Do whatever you want with it.
+2. Stop emailing me about it!
\ No newline at end of file
diff --git a/Makefile b/Makefile
index 43c23be..4d189b6 100644
--- a/Makefile
+++ b/Makefile
@@ -8,6 +8,7 @@ LIBSO=0
 ZED_CAMERA=0
 ZED_CAMERA_v2_8=0
 
+#* GPU=0, OPENCV=0 is not supported
 # set GPU=1 and CUDNN=1 to speedup on GPU
 # set CUDNN_HALF=1 to further speedup 3 x times (Mixed-precision on Tensor Cores) GPU: Volta, Xavier, Turing and higher
 # set AVX=1 and OPENMP=1 to speedup on CPU (if error occurs then set AVX=0)
@@ -54,7 +55,7 @@ ARCH= -gencode arch=compute_86,code=[sm_86,compute_86]
 
 
 VPATH=./src/
-EXEC=lightNet
+EXEC=lightnet
 OBJDIR=./obj/
 
 ifeq ($(LIBSO), 1)
diff --git a/README.md b/README.md
index ddba184..80093fc 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
-# LightNet
+# Lightnet
 
-LightNet is a deep learning framework based on the popular darknet platform, designed to create efficient and high-speed Convolutional Neural Networks (CNNs) for computer vision tasks. The framework has been improved and optimized to provide a more versatile and powerful solution for various deep learning challenges.
+lightnet is a deep learning framework based on the popular darknet platform, designed to create efficient and high-speed Convolutional Neural Networks (CNNs) for computer vision tasks. The framework has been improved and optimized to provide a more versatile and powerful solution for various deep learning challenges.
 
 ## Table of Contents
 
@@ -65,12 +65,12 @@ You can find examples of using LightNet's features in the examples directory. Th
 
 ### Inference for Detection
 ```
-./lightNet detector [test/demo] data/bdd100k.data cfg/lightNet-BDD100K-1280x960.cfg weights/lightNet-BDD100K-1280x960.weights [image_name/video_name]
+./lightnet detector [test/demo] data/bdd100k.data cfg/lightNet-BDD100K-1280x960.cfg weights/lightNet-BDD100K-1280x960.weights [image_name/video_name]
 ```
 
 ### Inference for Segmentation
 ```
-./lightNet segmenter [test/demo] data/bdd100k-semseg.data cfg/lightSeg-BDD100K-laneMarker-1280x960.cfg weights/lightSeg-BDD100K-laneMarker-1280x960.weights [image_name/video_name]
+./lightnet segmenter [test/demo] data/bdd100k-semseg.data cfg/lightSeg-BDD100K-laneMarker-1280x960.cfg weights/lightSeg-BDD100K-laneMarker-1280x960.weights [image_name/video_name]
 ```
 ## Results
 
@@ -85,4 +85,4 @@ You can find examples of using LightNet's features in the examples directory. Th
 
 ## License
 
-LightNet is released under the same YOLO license as darknet. You are free to use, modify, and distribute the code as long as you retain the license notice.
+lightnet is released under the same YOLO license as darknet. You are free to use, modify, and distribute the code as long as you retain the license notice.
diff --git a/cfg/lightNet-BDD100K-640x640-scratch.cfg b/cfg/lightNet-BDD100K-640x640-scratch.cfg
new file mode 100644
index 0000000..a455f84
--- /dev/null
+++ b/cfg/lightNet-BDD100K-640x640-scratch.cfg
@@ -0,0 +1,917 @@
+[net]
+batch=8
+# subdivisions=1
+# width=1280
+# height=960
+width = 640
+height = 640
+channels=3
+momentum=0.9
+decay=0.0005
+angle=0
+saturation = 1.5
+exposure = 1.5
+hue=.1
+
+learning_rate=0.001
+burn_in=500
+max_batches = 2625000
+policy=steps
+
+steps=437500, 875000, 1312500, 1750000
+scales=.5,.5,.5,.5
+gaussian_noise=1
+flip=1
+
+##sparse=1 : 2:4 structured sparsity
+
+[convolutional]
+batch_normalize=1
+filters=32
+size=3
+stride=2
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=2
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=2
+pad=1
+activation=relu
+
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=2
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=2
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=512
+size=1
+stride=1
+pad=1
+activation=relu
+
+
+##################################
+
+### ASPPCSP ###
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+### ASPP ###
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+dilation=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+dilation=3
+activation=relu
+
+[route]
+layers=-4
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+dilation=5
+activation=relu
+
+[route]
+layers=-1,-3,-5,-6
+### End ASPP ###
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -10,-1
+
+# 44
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+### End ASPPCSP ###
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[upsample]
+stride=2
+
+[route]
+layers = 30
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+
+# 56
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[upsample]
+stride=2
+
+[route]
+layers = 20
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+size=3
+stride=2
+pad=1
+filters=128
+activation=relu
+
+[route]
+layers = -1,67
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+size=3
+stride=2
+pad=1
+filters=256
+activation=relu
+
+[route]
+layers = -1,53
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+#############################
+
+# ============ End of Neck ============ #
+
+# ============ Head ============ #
+
+
+# P3
+[route]
+layers = 80
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=128
+activation=relu
+
+[convolutional]
+##sparse=1
+size=1
+stride=1
+pad=1
+filters=45
+#activation=linear
+activation=logistic
+
+[yolo]
+mask = 0,1,2
+anchors =  7, 14,  17, 21,  11, 38,  31, 40,  21, 84,  57, 69,  87,130, 148,198, 215,337
+classes=10
+num=9
+jitter=.3
+scale_x_y = 2.0
+ignore_thresh = .5
+truth_thresh = 1
+#random=1
+resize=1.5
+new_coords=1
+counters_per_class=8, 2, 2, 1, 2, 1, 8, 1, 8, 4
+cls_normalizer=0.25
+iou_normalizer=0.05
+iou_loss=ciou
+
+# P4
+[route]
+layers = 91
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=256
+activation=relu
+
+[convolutional]
+##sparse=1
+size=1
+stride=1
+pad=1
+filters=45
+#activation=linear
+activation=logistic
+
+[yolo]
+mask = 3,4,5
+anchors =  7, 14,  17, 21,  11, 38,  31, 40,  21, 84,  57, 69,  87,130, 148,198, 215,337
+classes=10
+num=9
+jitter=.3
+scale_x_y = 2.0
+ignore_thresh = .5
+truth_thresh = 1
+resize=1.5
+new_coords=1
+counters_per_class=8, 2, 2, 1, 2, 1, 8, 1, 8, 4
+cls_normalizer=0.25
+iou_normalizer=0.05
+iou_loss=ciou
+
+
+# P5
+[route]
+layers = 102
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=512
+activation=relu
+
+[convolutional]
+##sparse=1
+size=1
+stride=1
+pad=1
+filters=45
+#activation=linear
+activation=logistic
+
+[yolo]
+mask = 6,7,8
+anchors =  7, 14,  17, 21,  11, 38,  31, 40,  21, 84,  57, 69,  87,130, 148,198, 215,337
+classes=10
+num=9
+jitter=.3
+scale_x_y = 2.0
+ignore_thresh = .5
+truth_thresh = 1
+resize=1.5
+new_coords=1
+counters_per_class=8, 2, 2, 1, 2, 1, 8, 1, 8, 4
+cls_normalizer=0.25
+iou_normalizer=0.05
+iou_loss=ciou
+
diff --git a/cfg/lightNet-crowdhuman-1024x768.cfg b/cfg/lightNet-crowdhuman-1024x768.cfg
new file mode 100644
index 0000000..647e80d
--- /dev/null
+++ b/cfg/lightNet-crowdhuman-1024x768.cfg
@@ -0,0 +1,909 @@
+[net]
+batch=256
+subdivisions=16
+width=1024
+height=768
+channels=3
+momentum=0.9
+decay=0.0005
+angle=0
+saturation = 1.5
+exposure = 1.5
+hue=.1
+
+learning_rate=0.001
+burn_in=50
+max_batches = 2000
+policy=steps
+
+steps=100,400,800,1600
+scales=.5,.5,.5,.5
+gaussian_noise=1
+flip=1
+
+##sparse=1 : 2:4 structured sparsity
+
+[convolutional]
+batch_normalize=1
+filters=32
+size=3
+stride=2
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=2
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=2
+pad=1
+activation=relu
+
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=2
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=2
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=512
+size=1
+stride=1
+pad=1
+activation=relu
+
+
+##################################
+
+### ASPPCSP ###
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+### ASPP ###
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+dilation=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+dilation=3
+activation=relu
+
+[route]
+layers=-4
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+dilation=5
+activation=relu
+
+[route]
+layers=-1,-3,-5,-6
+### End ASPP ###
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -10,-1
+
+# 44
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+### End ASPPCSP ###
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[upsample]
+stride=2
+
+[route]
+layers = 30
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+
+# 56
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[upsample]
+stride=2
+
+[route]
+layers = 20
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+size=3
+stride=2
+pad=1
+filters=128
+activation=relu
+
+[route]
+layers = -1,67
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+size=3
+stride=2
+pad=1
+filters=256
+activation=relu
+
+[route]
+layers = -1,53
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+#############################
+
+# ============ End of Neck ============ #
+
+# ============ Head ============ #
+
+
+# P3
+[route]
+layers = 80
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=128
+activation=relu
+
+[convolutional]
+##sparse=1
+size=1
+stride=1
+pad=1
+filters=21
+#activation=linear
+activation=logistic
+
+[yolo]
+mask = 0,1,2
+anchors =   8, 11,  20, 31,  34, 66,  64, 93,  54,184, 120,174,  97,334, 176,448, 344,564
+classes=2
+num=9
+jitter=.3
+scale_x_y = 2.0
+ignore_thresh = .5
+truth_thresh = 1
+#random=1
+resize=1.5
+new_coords=1
+iou_normalizer=0.05
+# iou_loss=ciou
+
+# P4
+[route]
+layers = 91
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=256
+activation=relu
+
+[convolutional]
+##sparse=1
+size=1
+stride=1
+pad=1
+filters=21
+#activation=linear
+activation=logistic
+
+[yolo]
+mask = 3,4,5
+anchors =   8, 11,  20, 31,  34, 66,  64, 93,  54,184, 120,174,  97,334, 176,448, 344,564
+classes=2
+num=9
+jitter=.3
+scale_x_y = 2.0
+ignore_thresh = .5
+truth_thresh = 1
+resize=1.5
+new_coords=1
+iou_normalizer=0.05
+# iou_loss=ciou
+
+
+# P5
+[route]
+layers = 102
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=512
+activation=relu
+
+[convolutional]
+##sparse=1
+size=1
+stride=1
+pad=1
+filters=21
+#activation=linear
+activation=logistic
+
+[yolo]
+mask = 6,7,8
+anchors =   8, 11,  20, 31,  34, 66,  64, 93,  54,184, 120,174,  97,334, 176,448, 344,564
+classes=2
+num=9
+jitter=.3
+scale_x_y = 2.0
+ignore_thresh = .7
+truth_thresh = 1
+resize=1.5
+new_coords=1
+iou_normalizer=0.05
+iou_loss=ciou
+
diff --git a/cfg/lightNet-crowdhuman-640x640.cfg b/cfg/lightNet-crowdhuman-640x640.cfg
new file mode 100644
index 0000000..9101929
--- /dev/null
+++ b/cfg/lightNet-crowdhuman-640x640.cfg
@@ -0,0 +1,909 @@
+[net]
+batch=64
+subdivisions=4
+width=640
+height=640
+channels=3
+momentum=0.9
+decay=0.0005
+angle=0
+saturation = 1.5
+exposure = 1.5
+hue=.1
+
+learning_rate=0.001
+burn_in=500
+max_batches = 70000
+policy=steps
+
+steps=12000,24000,35000,50000
+scales=.5,.5,.5,.5
+gaussian_noise=1
+flip=1
+
+##sparse=1 : 2:4 structured sparsity
+
+[convolutional]
+batch_normalize=1
+filters=32
+size=3
+stride=2
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=2
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=2
+pad=1
+activation=relu
+
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=2
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=2
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=512
+size=1
+stride=1
+pad=1
+activation=relu
+
+
+##################################
+
+### ASPPCSP ###
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+### ASPP ###
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+dilation=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+dilation=3
+activation=relu
+
+[route]
+layers=-4
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+dilation=5
+activation=relu
+
+[route]
+layers=-1,-3,-5,-6
+### End ASPP ###
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -10,-1
+
+# 44
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+### End ASPPCSP ###
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[upsample]
+stride=2
+
+[route]
+layers = 30
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+
+# 56
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[upsample]
+stride=2
+
+[route]
+layers = 20
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+size=3
+stride=2
+pad=1
+filters=128
+activation=relu
+
+[route]
+layers = -1,67
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+size=3
+stride=2
+pad=1
+filters=256
+activation=relu
+
+[route]
+layers = -1,53
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+#############################
+
+# ============ End of Neck ============ #
+
+# ============ Head ============ #
+
+
+# P3
+[route]
+layers = 80
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=128
+activation=relu
+
+[convolutional]
+##sparse=1
+size=1
+stride=1
+pad=1
+filters=21
+#activation=linear
+activation=logistic
+
+[yolo]
+mask = 0,1,2
+anchors =   5, 10,  13, 29,  23, 62,  32,139,  52, 92,  54,232,  94,270, 109,436, 225,477
+classes=2
+num=9
+jitter=.3
+scale_x_y = 2.0
+ignore_thresh = .5
+truth_thresh = 1
+#random=1
+resize=1.5
+new_coords=1
+iou_normalizer=0.05
+# iou_loss=ciou
+
+# P4
+[route]
+layers = 91
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=256
+activation=relu
+
+[convolutional]
+##sparse=1
+size=1
+stride=1
+pad=1
+filters=21
+#activation=linear
+activation=logistic
+
+[yolo]
+mask = 3,4,5
+anchors =   5, 10,  13, 29,  23, 62,  32,139,  52, 92,  54,232,  94,270, 109,436, 225,477
+classes=2
+num=9
+jitter=.3
+scale_x_y = 2.0
+ignore_thresh = .5
+truth_thresh = 1
+resize=1.5
+new_coords=1
+iou_normalizer=0.05
+# iou_loss=ciou
+
+
+# P5
+[route]
+layers = 102
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=512
+activation=relu
+
+[convolutional]
+##sparse=1
+size=1
+stride=1
+pad=1
+filters=21
+#activation=linear
+activation=logistic
+
+[yolo]
+mask = 6,7,8
+anchors =   5, 10,  13, 29,  23, 62,  32,139,  52, 92,  54,232,  94,270, 109,436, 225,477
+classes=2
+num=9
+jitter=.3
+scale_x_y = 2.0
+ignore_thresh = .7
+truth_thresh = 1
+resize=1.5
+new_coords=1
+iou_normalizer=0.05
+iou_loss=ciou
+
diff --git a/cfg/lightNet-wider_face-1024x768.cfg b/cfg/lightNet-wider_face-1024x768.cfg
new file mode 100644
index 0000000..d4c3367
--- /dev/null
+++ b/cfg/lightNet-wider_face-1024x768.cfg
@@ -0,0 +1,909 @@
+[net]
+batch=256
+subdivisions=64
+width=1024
+height=768
+channels=3
+momentum=0.9
+decay=0.0005
+angle=0
+saturation = 1.5
+exposure = 1.5
+hue=.1
+
+learning_rate=0.001
+burn_in=100
+max_batches = 1000
+policy=steps
+
+steps=50,200,400,800
+scales=.5,.5,.5,.5
+gaussian_noise=1
+flip=1
+
+#sparse=1 : 2:4 structured sparsity
+
+[convolutional]
+batch_normalize=1
+filters=32
+size=3
+stride=2
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=2
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=32
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=32
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=2
+pad=1
+activation=relu
+
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=2
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=2
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=512
+size=1
+stride=1
+pad=1
+activation=relu
+
+
+##################################
+
+### ASPPCSP ###
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -2
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+### ASPP ###
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+dilation=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+dilation=3
+activation=relu
+
+[route]
+layers=-4
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+dilation=5
+activation=relu
+
+[route]
+layers=-1,-3,-5,-6
+### End ASPP ###
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -10,-1
+
+# 44
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+### End ASPPCSP ###
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[upsample]
+stride=2
+
+[route]
+layers = 30
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+
+# 56
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[upsample]
+stride=2
+
+[route]
+layers = 20
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=32
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=32
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+
+[convolutional]
+sparse=1
+batch_normalize=1
+size=3
+stride=2
+pad=1
+filters=128
+activation=relu
+
+[route]
+layers = -1,67
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+size=3
+stride=2
+pad=1
+filters=256
+activation=relu
+
+[route]
+layers = -1,53
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+#############################
+
+# ============ End of Neck ============ #
+
+# ============ Head ============ #
+
+
+# P3
+[route]
+layers = 80
+
+[convolutional]
+sparse=1
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=128
+activation=relu
+
+[convolutional]
+#sparse=1
+size=1
+stride=1
+pad=1
+filters=18
+#activation=linear
+activation=logistic
+
+[yolo]
+mask = 0,1,2
+anchors =   7,  8,  12, 16,  20, 28,  33, 45,  53, 70,  92,110, 151,187, 268,292, 451,446
+classes=1
+num=9
+jitter=.3
+scale_x_y = 2.0
+ignore_thresh = .5
+truth_thresh = 1
+#random=1
+resize=1.5
+new_coords=1
+iou_normalizer=0.05
+# iou_loss=ciou
+
+# P4
+[route]
+layers = 91
+
+[convolutional]
+sparse=1
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=256
+activation=relu
+
+[convolutional]
+#sparse=1
+size=1
+stride=1
+pad=1
+filters=18
+#activation=linear
+activation=logistic
+
+[yolo]
+mask = 3,4,5
+anchors =   7,  8,  12, 16,  20, 28,  33, 45,  53, 70,  92,110, 151,187, 268,292, 451,446
+classes=1
+num=9
+jitter=.3
+scale_x_y = 2.0
+ignore_thresh = .5
+truth_thresh = 1
+resize=1.5
+new_coords=1
+iou_normalizer=0.05
+# iou_loss=ciou
+
+
+# P5
+[route]
+layers = 102
+
+[convolutional]
+sparse=1
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=512
+activation=relu
+
+[convolutional]
+#sparse=1
+size=1
+stride=1
+pad=1
+filters=18
+#activation=linear
+activation=logistic
+
+[yolo]
+mask = 6,7,8
+anchors =   7,  8,  12, 16,  20, 28,  33, 45,  53, 70,  92,110, 151,187, 268,292, 451,446
+classes=1
+num=9
+jitter=.3
+scale_x_y = 2.0
+ignore_thresh = .5
+truth_thresh = 1
+resize=1.5
+new_coords=1
+iou_normalizer=0.05
+# iou_loss=ciou
+
diff --git a/cfg/lightNet-wider_face-640x640.cfg b/cfg/lightNet-wider_face-640x640.cfg
new file mode 100644
index 0000000..45e2904
--- /dev/null
+++ b/cfg/lightNet-wider_face-640x640.cfg
@@ -0,0 +1,908 @@
+[net]
+batch=8
+width=640
+height=640
+channels=3
+momentum=0.9
+decay=0.0005
+angle=0
+saturation = 1.5
+exposure = 1.5
+hue=.1
+
+learning_rate=0.001
+burn_in=500
+max_batches = 483000
+policy=steps
+
+steps=24000,96000,192000,384000
+scales=.5,.5,.5,.5
+gaussian_noise=1
+flip=1
+
+##sparse=1 : 2:4 structured sparsity
+
+[convolutional]
+batch_normalize=1
+filters=32
+size=3
+stride=2
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=2
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=2
+pad=1
+activation=relu
+
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=2
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=2
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=512
+size=1
+stride=1
+pad=1
+activation=relu
+
+
+##################################
+
+### ASPPCSP ###
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+### ASPP ###
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+dilation=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+dilation=3
+activation=relu
+
+[route]
+layers=-4
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+dilation=5
+activation=relu
+
+[route]
+layers=-1,-3,-5,-6
+### End ASPP ###
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -10,-1
+
+# 44
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+### End ASPPCSP ###
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[upsample]
+stride=2
+
+[route]
+layers = 30
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+
+# 56
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[upsample]
+stride=2
+
+[route]
+layers = 20
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+size=3
+stride=2
+pad=1
+filters=128
+activation=relu
+
+[route]
+layers = -1,67
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+size=3
+stride=2
+pad=1
+filters=256
+activation=relu
+
+[route]
+layers = -1,53
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers=-2
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=relu
+
+[route]
+layers = -1,-3,-5,-7
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=relu
+
+#############################
+
+# ============ End of Neck ============ #
+
+# ============ Head ============ #
+
+
+# P3
+[route]
+layers = 80
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=128
+activation=relu
+
+[convolutional]
+##sparse=1
+size=1
+stride=1
+pad=1
+filters=18
+#activation=linear
+activation=logistic
+
+[yolo]
+mask = 0,1,2
+anchors =  4,  7,   7, 14,  12, 23,  20, 36,  32, 56,  54, 86,  84,145, 148,218, 254,338
+classes=1
+num=9
+jitter=.3
+scale_x_y = 2.0
+ignore_thresh = .5
+truth_thresh = 1
+#random=1
+resize=1.5
+new_coords=1
+iou_normalizer=0.05
+iou_loss=ciou
+
+# P4
+[route]
+layers = 91
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=256
+activation=relu
+
+[convolutional]
+##sparse=1
+size=1
+stride=1
+pad=1
+filters=18
+#activation=linear
+activation=logistic
+
+[yolo]
+mask = 3,4,5
+anchors =  4,  7,   7, 14,  12, 23,  20, 36,  32, 56,  54, 86,  84,145, 148,218, 254,338
+classes=1
+num=9
+jitter=.3
+scale_x_y = 2.0
+ignore_thresh = .5
+truth_thresh = 1
+resize=1.5
+new_coords=1
+iou_normalizer=0.05
+iou_loss=ciou
+
+
+# P5
+[route]
+layers = 102
+
+[convolutional]
+#sparse=1
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=512
+activation=relu
+
+[convolutional]
+##sparse=1
+size=1
+stride=1
+pad=1
+filters=18
+#activation=linear
+activation=logistic
+
+[yolo]
+mask = 6,7,8
+anchors =  4,  7,   7, 14,  12, 23,  20, 36,  32, 56,  54, 86,  84,145, 148,218, 254,338
+classes=1
+num=9
+jitter=.3
+scale_x_y = 2.0
+ignore_thresh = .5
+truth_thresh = 1
+resize=1.5
+new_coords=1
+iou_normalizer=0.05
+iou_loss=ciou
+
diff --git a/cfg/yolov7x-wider_face.cfg b/cfg/yolov7x-wider_face.cfg
new file mode 100644
index 0000000..bf597b9
--- /dev/null
+++ b/cfg/yolov7x-wider_face.cfg
@@ -0,0 +1,1152 @@
+[net]
+# Testing
+#batch=1
+#subdivisions=1
+# Training
+batch=8
+subdivisions=4
+width=640
+height=640
+channels=3
+momentum=0.9
+decay=0.0005
+angle=0
+saturation = 1.5
+exposure = 1.5
+hue=.1
+
+learning_rate=0.000261
+burn_in=1000
+
+max_batches = 2000200
+policy=steps
+steps=1600000,1800000
+scales=.1,.1
+
+
+# 0
+[convolutional]
+batch_normalize=1
+filters=40
+size=3
+stride=1
+pad=1
+activation=swish
+
+
+# 1
+[convolutional]
+batch_normalize=1
+filters=80
+size=3
+stride=2
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=80
+size=3
+stride=1
+pad=1
+activation=swish
+
+
+# 3
+[convolutional]
+batch_normalize=1
+filters=160
+size=3
+stride=2
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers=-2
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers = -1,-3,-5,-7,-9
+
+# 14
+[convolutional]
+batch_normalize=1
+filters=320
+size=1
+stride=1
+pad=1
+activation=swish
+
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=160
+size=1
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers=-3
+
+[convolutional]
+batch_normalize=1
+filters=160
+size=1
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=160
+size=3
+stride=2
+pad=1
+activation=swish
+
+# 20
+[route]
+layers = -1,-4
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers=-2
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers = -1,-3,-5,-7,-9
+
+# 31
+[convolutional]
+batch_normalize=1
+filters=640
+size=1
+stride=1
+pad=1
+activation=swish
+
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=320
+size=1
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers=-3
+
+[convolutional]
+batch_normalize=1
+filters=320
+size=1
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=320
+size=3
+stride=2
+pad=1
+activation=swish
+
+# 37
+[route]
+layers = -1,-4
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers=-2
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers = -1,-3,-5,-7,-9
+
+# 48
+[convolutional]
+batch_normalize=1
+filters=1280
+size=1
+stride=1
+pad=1
+activation=swish
+
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=640
+size=1
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers=-3
+
+[convolutional]
+batch_normalize=1
+filters=640
+size=1
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=640
+size=3
+stride=2
+pad=1
+activation=swish
+
+# 54
+[route]
+layers = -1,-4
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers=-2
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers = -1,-3,-5,-7,-9
+
+# 65
+[convolutional]
+batch_normalize=1
+filters=1280
+size=1
+stride=1
+pad=1
+activation=swish
+
+##################################
+
+### SPPCSP ###
+[convolutional]
+batch_normalize=1
+filters=640
+size=1
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers = -2
+
+[convolutional]
+batch_normalize=1
+filters=640
+size=1
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=640
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=640
+size=1
+stride=1
+pad=1
+activation=swish
+
+### SPP ###
+[maxpool]
+stride=1
+size=5
+
+[route]
+layers=-2
+
+[maxpool]
+stride=1
+size=9
+
+[route]
+layers=-4
+
+[maxpool]
+stride=1
+size=13
+
+[route]
+layers=-6,-5,-3,-1
+### End SPP ###
+
+[convolutional]
+batch_normalize=1
+filters=640
+size=1
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=640
+activation=swish
+
+[route]
+layers = -1, -13
+
+# 80
+[convolutional]
+batch_normalize=1
+filters=640
+size=1
+stride=1
+pad=1
+activation=swish
+
+
+[convolutional]
+batch_normalize=1
+filters=320
+size=1
+stride=1
+pad=1
+activation=swish
+
+[upsample]
+stride=2
+
+[route]
+layers = 48
+
+[convolutional]
+batch_normalize=1
+filters=320
+size=1
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers = -1,-3
+
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers=-2
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers = -1,-3,-5,-7,-9
+
+# 96
+[convolutional]
+batch_normalize=1
+filters=320
+size=1
+stride=1
+pad=1
+activation=swish
+
+
+[convolutional]
+batch_normalize=1
+filters=160
+size=1
+stride=1
+pad=1
+activation=swish
+
+[upsample]
+stride=2
+
+[route]
+layers = 31
+
+[convolutional]
+batch_normalize=1
+filters=160
+size=1
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers = -1,-3
+
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers=-2
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers = -1,-3,-5,-7,-9
+
+# 112
+[convolutional]
+batch_normalize=1
+filters=160
+size=1
+stride=1
+pad=1
+activation=swish
+
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=160
+size=1
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers=-3
+
+[convolutional]
+batch_normalize=1
+filters=160
+size=1
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=160
+size=3
+stride=2
+pad=1
+activation=swish
+
+[route]
+layers = -1,-4,96
+
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers=-2
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers = -1,-3,-5,-7,-9
+
+# 129
+[convolutional]
+batch_normalize=1
+filters=320
+size=1
+stride=1
+pad=1
+activation=swish
+
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=320
+size=1
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers=-3
+
+[convolutional]
+batch_normalize=1
+filters=320
+size=1
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=320
+size=3
+stride=2
+pad=1
+activation=swish
+
+[route]
+layers = -1,-4,80
+
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=1
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers=-2
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=1
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=swish
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=swish
+
+[route]
+layers = -1,-3,-5,-7,-9
+
+# 146
+[convolutional]
+batch_normalize=1
+filters=640
+size=1
+stride=1
+pad=1
+activation=swish
+
+#############################
+
+# ============ End of Neck ============ #
+
+# ============ Head ============ #
+
+
+# P3
+[route]
+layers = 112
+
+[convolutional]
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=320
+activation=swish
+
+[convolutional]
+size=1
+stride=1
+pad=1
+filters=18
+#activation=linear
+activation=logistic
+
+[yolo]
+mask = 0,1,2
+anchors =   4,  7,   7, 13,  12, 22,  19, 35,  31, 54,  52, 82,  80,139, 141,207, 258,346
+classes=1
+num=9
+jitter=.1
+scale_x_y = 2.0
+objectness_smooth=1
+ignore_thresh = .7
+truth_thresh = 1
+#random=1
+# resize=1.5
+iou_thresh=0.2
+iou_normalizer=0.05
+cls_normalizer=0.5
+obj_normalizer=1.0
+iou_loss=ciou
+nms_kind=diounms
+beta_nms=0.6
+new_coords=1
+max_delta=2
+
+
+# P4
+[route]
+layers = 129
+
+[convolutional]
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=640
+activation=swish
+
+[convolutional]
+size=1
+stride=1
+pad=1
+filters=18
+#activation=linear
+activation=logistic
+
+[yolo]
+mask = 3,4,5
+anchors =   4,  7,   7, 13,  12, 22,  19, 35,  31, 54,  52, 82,  80,139, 141,207, 258,346
+classes=1
+num=9
+jitter=.1
+scale_x_y = 2.0
+objectness_smooth=1
+ignore_thresh = .7
+truth_thresh = 1
+#random=1
+# resize=1.5
+iou_thresh=0.2
+iou_normalizer=0.05
+cls_normalizer=0.5
+obj_normalizer=1.0
+iou_loss=ciou
+nms_kind=diounms
+beta_nms=0.6
+new_coords=1
+max_delta=2
+
+
+# P5
+[route]
+layers = 146
+
+[convolutional]
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=1280
+activation=swish
+
+[convolutional]
+size=1
+stride=1
+pad=1
+filters=18
+#activation=linear
+activation=logistic
+
+[yolo]
+mask = 6,7,8
+anchors =   4,  7,   7, 13,  12, 22,  19, 35,  31, 54,  52, 82,  80,139, 141,207, 258,346
+classes=1
+num=9
+jitter=.1
+scale_x_y = 2.0
+objectness_smooth=1
+ignore_thresh = .7
+truth_thresh = 1
+#random=1
+# resize=1.5
+iou_thresh=0.2
+iou_normalizer=0.05
+cls_normalizer=0.5
+obj_normalizer=1.0
+iou_loss=ciou
+nms_kind=diounms
+beta_nms=0.6
+new_coords=1
+max_delta=2
\ No newline at end of file
diff --git a/semseg.data b/data/bdd100k_semseg.data
similarity index 100%
rename from semseg.data
rename to data/bdd100k_semseg.data
diff --git a/data/crowdhuman.data b/data/crowdhuman.data
new file mode 100644
index 0000000..56321f3
--- /dev/null
+++ b/data/crowdhuman.data
@@ -0,0 +1,5 @@
+classes = 2
+train = dataset/crowdhuman/train/train.lst
+valid = dataset/crowdhuman/val/val.lst
+names = data/crowdhuman.names
+backup = weights
\ No newline at end of file
diff --git a/data/crowdhuman.names b/data/crowdhuman.names
new file mode 100644
index 0000000..a3f2130
--- /dev/null
+++ b/data/crowdhuman.names
@@ -0,0 +1,2 @@
+head
+body
\ No newline at end of file
diff --git a/data/labels/100_0.png b/data/labels/100_0.png
new file mode 100644
index 0000000..b14cfcc
Binary files /dev/null and b/data/labels/100_0.png differ
diff --git a/data/labels/100_1.png b/data/labels/100_1.png
new file mode 100644
index 0000000..45a6844
Binary files /dev/null and b/data/labels/100_1.png differ
diff --git a/data/labels/100_2.png b/data/labels/100_2.png
new file mode 100644
index 0000000..c3181f3
Binary files /dev/null and b/data/labels/100_2.png differ
diff --git a/data/labels/100_3.png b/data/labels/100_3.png
new file mode 100644
index 0000000..31242d3
Binary files /dev/null and b/data/labels/100_3.png differ
diff --git a/data/labels/100_4.png b/data/labels/100_4.png
new file mode 100644
index 0000000..203ea66
Binary files /dev/null and b/data/labels/100_4.png differ
diff --git a/data/labels/100_5.png b/data/labels/100_5.png
new file mode 100644
index 0000000..9a4b994
Binary files /dev/null and b/data/labels/100_5.png differ
diff --git a/data/labels/100_6.png b/data/labels/100_6.png
new file mode 100644
index 0000000..534f013
Binary files /dev/null and b/data/labels/100_6.png differ
diff --git a/data/labels/100_7.png b/data/labels/100_7.png
new file mode 100644
index 0000000..0060959
Binary files /dev/null and b/data/labels/100_7.png differ
diff --git a/data/labels/101_0.png b/data/labels/101_0.png
new file mode 100644
index 0000000..c0831f1
Binary files /dev/null and b/data/labels/101_0.png differ
diff --git a/data/labels/101_1.png b/data/labels/101_1.png
new file mode 100644
index 0000000..3c3743d
Binary files /dev/null and b/data/labels/101_1.png differ
diff --git a/data/labels/101_2.png b/data/labels/101_2.png
new file mode 100644
index 0000000..be06f4b
Binary files /dev/null and b/data/labels/101_2.png differ
diff --git a/data/labels/101_3.png b/data/labels/101_3.png
new file mode 100644
index 0000000..5c492af
Binary files /dev/null and b/data/labels/101_3.png differ
diff --git a/data/labels/101_4.png b/data/labels/101_4.png
new file mode 100644
index 0000000..d49b856
Binary files /dev/null and b/data/labels/101_4.png differ
diff --git a/data/labels/101_5.png b/data/labels/101_5.png
new file mode 100644
index 0000000..a541057
Binary files /dev/null and b/data/labels/101_5.png differ
diff --git a/data/labels/101_6.png b/data/labels/101_6.png
new file mode 100644
index 0000000..5112fa5
Binary files /dev/null and b/data/labels/101_6.png differ
diff --git a/data/labels/101_7.png b/data/labels/101_7.png
new file mode 100644
index 0000000..ff486ee
Binary files /dev/null and b/data/labels/101_7.png differ
diff --git a/data/labels/102_0.png b/data/labels/102_0.png
new file mode 100644
index 0000000..09e6244
Binary files /dev/null and b/data/labels/102_0.png differ
diff --git a/data/labels/102_1.png b/data/labels/102_1.png
new file mode 100644
index 0000000..5512ba5
Binary files /dev/null and b/data/labels/102_1.png differ
diff --git a/data/labels/102_2.png b/data/labels/102_2.png
new file mode 100644
index 0000000..e9c913f
Binary files /dev/null and b/data/labels/102_2.png differ
diff --git a/data/labels/102_3.png b/data/labels/102_3.png
new file mode 100644
index 0000000..f5e6d76
Binary files /dev/null and b/data/labels/102_3.png differ
diff --git a/data/labels/102_4.png b/data/labels/102_4.png
new file mode 100644
index 0000000..be59737
Binary files /dev/null and b/data/labels/102_4.png differ
diff --git a/data/labels/102_5.png b/data/labels/102_5.png
new file mode 100644
index 0000000..48323a1
Binary files /dev/null and b/data/labels/102_5.png differ
diff --git a/data/labels/102_6.png b/data/labels/102_6.png
new file mode 100644
index 0000000..239374c
Binary files /dev/null and b/data/labels/102_6.png differ
diff --git a/data/labels/102_7.png b/data/labels/102_7.png
new file mode 100644
index 0000000..ce0b475
Binary files /dev/null and b/data/labels/102_7.png differ
diff --git a/data/labels/103_0.png b/data/labels/103_0.png
new file mode 100644
index 0000000..7d7b3e9
Binary files /dev/null and b/data/labels/103_0.png differ
diff --git a/data/labels/103_1.png b/data/labels/103_1.png
new file mode 100644
index 0000000..c6b8974
Binary files /dev/null and b/data/labels/103_1.png differ
diff --git a/data/labels/103_2.png b/data/labels/103_2.png
new file mode 100644
index 0000000..0f6c2b1
Binary files /dev/null and b/data/labels/103_2.png differ
diff --git a/data/labels/103_3.png b/data/labels/103_3.png
new file mode 100644
index 0000000..a4835ad
Binary files /dev/null and b/data/labels/103_3.png differ
diff --git a/data/labels/103_4.png b/data/labels/103_4.png
new file mode 100644
index 0000000..8e9fdb9
Binary files /dev/null and b/data/labels/103_4.png differ
diff --git a/data/labels/103_5.png b/data/labels/103_5.png
new file mode 100644
index 0000000..9cecc6b
Binary files /dev/null and b/data/labels/103_5.png differ
diff --git a/data/labels/103_6.png b/data/labels/103_6.png
new file mode 100644
index 0000000..ba325ac
Binary files /dev/null and b/data/labels/103_6.png differ
diff --git a/data/labels/103_7.png b/data/labels/103_7.png
new file mode 100644
index 0000000..d31cd42
Binary files /dev/null and b/data/labels/103_7.png differ
diff --git a/data/labels/104_0.png b/data/labels/104_0.png
new file mode 100644
index 0000000..8188801
Binary files /dev/null and b/data/labels/104_0.png differ
diff --git a/data/labels/104_1.png b/data/labels/104_1.png
new file mode 100644
index 0000000..82d37bc
Binary files /dev/null and b/data/labels/104_1.png differ
diff --git a/data/labels/104_2.png b/data/labels/104_2.png
new file mode 100644
index 0000000..f39b3ed
Binary files /dev/null and b/data/labels/104_2.png differ
diff --git a/data/labels/104_3.png b/data/labels/104_3.png
new file mode 100644
index 0000000..cdf0f31
Binary files /dev/null and b/data/labels/104_3.png differ
diff --git a/data/labels/104_4.png b/data/labels/104_4.png
new file mode 100644
index 0000000..9a7a260
Binary files /dev/null and b/data/labels/104_4.png differ
diff --git a/data/labels/104_5.png b/data/labels/104_5.png
new file mode 100644
index 0000000..79a169a
Binary files /dev/null and b/data/labels/104_5.png differ
diff --git a/data/labels/104_6.png b/data/labels/104_6.png
new file mode 100644
index 0000000..c27c434
Binary files /dev/null and b/data/labels/104_6.png differ
diff --git a/data/labels/104_7.png b/data/labels/104_7.png
new file mode 100644
index 0000000..8ac81cc
Binary files /dev/null and b/data/labels/104_7.png differ
diff --git a/data/labels/105_0.png b/data/labels/105_0.png
new file mode 100644
index 0000000..1b9ee5c
Binary files /dev/null and b/data/labels/105_0.png differ
diff --git a/data/labels/105_1.png b/data/labels/105_1.png
new file mode 100644
index 0000000..a5089d8
Binary files /dev/null and b/data/labels/105_1.png differ
diff --git a/data/labels/105_2.png b/data/labels/105_2.png
new file mode 100644
index 0000000..fe4eae7
Binary files /dev/null and b/data/labels/105_2.png differ
diff --git a/data/labels/105_3.png b/data/labels/105_3.png
new file mode 100644
index 0000000..9cf41c0
Binary files /dev/null and b/data/labels/105_3.png differ
diff --git a/data/labels/105_4.png b/data/labels/105_4.png
new file mode 100644
index 0000000..f663988
Binary files /dev/null and b/data/labels/105_4.png differ
diff --git a/data/labels/105_5.png b/data/labels/105_5.png
new file mode 100644
index 0000000..e1f3fd9
Binary files /dev/null and b/data/labels/105_5.png differ
diff --git a/data/labels/105_6.png b/data/labels/105_6.png
new file mode 100644
index 0000000..206642e
Binary files /dev/null and b/data/labels/105_6.png differ
diff --git a/data/labels/105_7.png b/data/labels/105_7.png
new file mode 100644
index 0000000..d837d34
Binary files /dev/null and b/data/labels/105_7.png differ
diff --git a/data/labels/106_0.png b/data/labels/106_0.png
new file mode 100644
index 0000000..57b7cc7
Binary files /dev/null and b/data/labels/106_0.png differ
diff --git a/data/labels/106_1.png b/data/labels/106_1.png
new file mode 100644
index 0000000..8208ad9
Binary files /dev/null and b/data/labels/106_1.png differ
diff --git a/data/labels/106_2.png b/data/labels/106_2.png
new file mode 100644
index 0000000..d1134b8
Binary files /dev/null and b/data/labels/106_2.png differ
diff --git a/data/labels/106_3.png b/data/labels/106_3.png
new file mode 100644
index 0000000..cdbed4a
Binary files /dev/null and b/data/labels/106_3.png differ
diff --git a/data/labels/106_4.png b/data/labels/106_4.png
new file mode 100644
index 0000000..62a8233
Binary files /dev/null and b/data/labels/106_4.png differ
diff --git a/data/labels/106_5.png b/data/labels/106_5.png
new file mode 100644
index 0000000..3206196
Binary files /dev/null and b/data/labels/106_5.png differ
diff --git a/data/labels/106_6.png b/data/labels/106_6.png
new file mode 100644
index 0000000..6a5949f
Binary files /dev/null and b/data/labels/106_6.png differ
diff --git a/data/labels/106_7.png b/data/labels/106_7.png
new file mode 100644
index 0000000..bdb503f
Binary files /dev/null and b/data/labels/106_7.png differ
diff --git a/data/labels/107_0.png b/data/labels/107_0.png
new file mode 100644
index 0000000..8cc936e
Binary files /dev/null and b/data/labels/107_0.png differ
diff --git a/data/labels/107_1.png b/data/labels/107_1.png
new file mode 100644
index 0000000..675e22e
Binary files /dev/null and b/data/labels/107_1.png differ
diff --git a/data/labels/107_2.png b/data/labels/107_2.png
new file mode 100644
index 0000000..1d3c0f6
Binary files /dev/null and b/data/labels/107_2.png differ
diff --git a/data/labels/107_3.png b/data/labels/107_3.png
new file mode 100644
index 0000000..e1abeae
Binary files /dev/null and b/data/labels/107_3.png differ
diff --git a/data/labels/107_4.png b/data/labels/107_4.png
new file mode 100644
index 0000000..229035c
Binary files /dev/null and b/data/labels/107_4.png differ
diff --git a/data/labels/107_5.png b/data/labels/107_5.png
new file mode 100644
index 0000000..dd349c8
Binary files /dev/null and b/data/labels/107_5.png differ
diff --git a/data/labels/107_6.png b/data/labels/107_6.png
new file mode 100644
index 0000000..b0ab3f8
Binary files /dev/null and b/data/labels/107_6.png differ
diff --git a/data/labels/107_7.png b/data/labels/107_7.png
new file mode 100644
index 0000000..330ef29
Binary files /dev/null and b/data/labels/107_7.png differ
diff --git a/data/labels/108_0.png b/data/labels/108_0.png
new file mode 100644
index 0000000..669d0ac
Binary files /dev/null and b/data/labels/108_0.png differ
diff --git a/data/labels/108_1.png b/data/labels/108_1.png
new file mode 100644
index 0000000..4ae4f2c
Binary files /dev/null and b/data/labels/108_1.png differ
diff --git a/data/labels/108_2.png b/data/labels/108_2.png
new file mode 100644
index 0000000..19a2cb6
Binary files /dev/null and b/data/labels/108_2.png differ
diff --git a/data/labels/108_3.png b/data/labels/108_3.png
new file mode 100644
index 0000000..1899ffa
Binary files /dev/null and b/data/labels/108_3.png differ
diff --git a/data/labels/108_4.png b/data/labels/108_4.png
new file mode 100644
index 0000000..8ca5503
Binary files /dev/null and b/data/labels/108_4.png differ
diff --git a/data/labels/108_5.png b/data/labels/108_5.png
new file mode 100644
index 0000000..959cdcb
Binary files /dev/null and b/data/labels/108_5.png differ
diff --git a/data/labels/108_6.png b/data/labels/108_6.png
new file mode 100644
index 0000000..c056b9d
Binary files /dev/null and b/data/labels/108_6.png differ
diff --git a/data/labels/108_7.png b/data/labels/108_7.png
new file mode 100644
index 0000000..ad00b01
Binary files /dev/null and b/data/labels/108_7.png differ
diff --git a/data/labels/109_0.png b/data/labels/109_0.png
new file mode 100644
index 0000000..3ab880c
Binary files /dev/null and b/data/labels/109_0.png differ
diff --git a/data/labels/109_1.png b/data/labels/109_1.png
new file mode 100644
index 0000000..e36854d
Binary files /dev/null and b/data/labels/109_1.png differ
diff --git a/data/labels/109_2.png b/data/labels/109_2.png
new file mode 100644
index 0000000..34e9fc7
Binary files /dev/null and b/data/labels/109_2.png differ
diff --git a/data/labels/109_3.png b/data/labels/109_3.png
new file mode 100644
index 0000000..4d867d5
Binary files /dev/null and b/data/labels/109_3.png differ
diff --git a/data/labels/109_4.png b/data/labels/109_4.png
new file mode 100644
index 0000000..74b2d1d
Binary files /dev/null and b/data/labels/109_4.png differ
diff --git a/data/labels/109_5.png b/data/labels/109_5.png
new file mode 100644
index 0000000..efddb37
Binary files /dev/null and b/data/labels/109_5.png differ
diff --git a/data/labels/109_6.png b/data/labels/109_6.png
new file mode 100644
index 0000000..3a5cf23
Binary files /dev/null and b/data/labels/109_6.png differ
diff --git a/data/labels/109_7.png b/data/labels/109_7.png
new file mode 100644
index 0000000..d9e8e24
Binary files /dev/null and b/data/labels/109_7.png differ
diff --git a/data/labels/110_0.png b/data/labels/110_0.png
new file mode 100644
index 0000000..e2b4552
Binary files /dev/null and b/data/labels/110_0.png differ
diff --git a/data/labels/110_1.png b/data/labels/110_1.png
new file mode 100644
index 0000000..133524e
Binary files /dev/null and b/data/labels/110_1.png differ
diff --git a/data/labels/110_2.png b/data/labels/110_2.png
new file mode 100644
index 0000000..99358ba
Binary files /dev/null and b/data/labels/110_2.png differ
diff --git a/data/labels/110_3.png b/data/labels/110_3.png
new file mode 100644
index 0000000..1048ba0
Binary files /dev/null and b/data/labels/110_3.png differ
diff --git a/data/labels/110_4.png b/data/labels/110_4.png
new file mode 100644
index 0000000..63092f3
Binary files /dev/null and b/data/labels/110_4.png differ
diff --git a/data/labels/110_5.png b/data/labels/110_5.png
new file mode 100644
index 0000000..afff397
Binary files /dev/null and b/data/labels/110_5.png differ
diff --git a/data/labels/110_6.png b/data/labels/110_6.png
new file mode 100644
index 0000000..91ac0df
Binary files /dev/null and b/data/labels/110_6.png differ
diff --git a/data/labels/110_7.png b/data/labels/110_7.png
new file mode 100644
index 0000000..c0bd58e
Binary files /dev/null and b/data/labels/110_7.png differ
diff --git a/data/labels/111_0.png b/data/labels/111_0.png
new file mode 100644
index 0000000..80167e2
Binary files /dev/null and b/data/labels/111_0.png differ
diff --git a/data/labels/111_1.png b/data/labels/111_1.png
new file mode 100644
index 0000000..a6e5641
Binary files /dev/null and b/data/labels/111_1.png differ
diff --git a/data/labels/111_2.png b/data/labels/111_2.png
new file mode 100644
index 0000000..23739be
Binary files /dev/null and b/data/labels/111_2.png differ
diff --git a/data/labels/111_3.png b/data/labels/111_3.png
new file mode 100644
index 0000000..c20bbb5
Binary files /dev/null and b/data/labels/111_3.png differ
diff --git a/data/labels/111_4.png b/data/labels/111_4.png
new file mode 100644
index 0000000..d63f5c0
Binary files /dev/null and b/data/labels/111_4.png differ
diff --git a/data/labels/111_5.png b/data/labels/111_5.png
new file mode 100644
index 0000000..d873fa1
Binary files /dev/null and b/data/labels/111_5.png differ
diff --git a/data/labels/111_6.png b/data/labels/111_6.png
new file mode 100644
index 0000000..3d6d6fc
Binary files /dev/null and b/data/labels/111_6.png differ
diff --git a/data/labels/111_7.png b/data/labels/111_7.png
new file mode 100644
index 0000000..2b98897
Binary files /dev/null and b/data/labels/111_7.png differ
diff --git a/data/labels/112_0.png b/data/labels/112_0.png
new file mode 100644
index 0000000..eac3d32
Binary files /dev/null and b/data/labels/112_0.png differ
diff --git a/data/labels/112_1.png b/data/labels/112_1.png
new file mode 100644
index 0000000..81a13b4
Binary files /dev/null and b/data/labels/112_1.png differ
diff --git a/data/labels/112_2.png b/data/labels/112_2.png
new file mode 100644
index 0000000..e62154a
Binary files /dev/null and b/data/labels/112_2.png differ
diff --git a/data/labels/112_3.png b/data/labels/112_3.png
new file mode 100644
index 0000000..773fa5b
Binary files /dev/null and b/data/labels/112_3.png differ
diff --git a/data/labels/112_4.png b/data/labels/112_4.png
new file mode 100644
index 0000000..9e7faa1
Binary files /dev/null and b/data/labels/112_4.png differ
diff --git a/data/labels/112_5.png b/data/labels/112_5.png
new file mode 100644
index 0000000..9849777
Binary files /dev/null and b/data/labels/112_5.png differ
diff --git a/data/labels/112_6.png b/data/labels/112_6.png
new file mode 100644
index 0000000..82eb47b
Binary files /dev/null and b/data/labels/112_6.png differ
diff --git a/data/labels/112_7.png b/data/labels/112_7.png
new file mode 100644
index 0000000..0ed3121
Binary files /dev/null and b/data/labels/112_7.png differ
diff --git a/data/labels/113_0.png b/data/labels/113_0.png
new file mode 100644
index 0000000..b2fbecb
Binary files /dev/null and b/data/labels/113_0.png differ
diff --git a/data/labels/113_1.png b/data/labels/113_1.png
new file mode 100644
index 0000000..2986f3c
Binary files /dev/null and b/data/labels/113_1.png differ
diff --git a/data/labels/113_2.png b/data/labels/113_2.png
new file mode 100644
index 0000000..8bbdefa
Binary files /dev/null and b/data/labels/113_2.png differ
diff --git a/data/labels/113_3.png b/data/labels/113_3.png
new file mode 100644
index 0000000..34a38b1
Binary files /dev/null and b/data/labels/113_3.png differ
diff --git a/data/labels/113_4.png b/data/labels/113_4.png
new file mode 100644
index 0000000..1b2b1ef
Binary files /dev/null and b/data/labels/113_4.png differ
diff --git a/data/labels/113_5.png b/data/labels/113_5.png
new file mode 100644
index 0000000..5780f4f
Binary files /dev/null and b/data/labels/113_5.png differ
diff --git a/data/labels/113_6.png b/data/labels/113_6.png
new file mode 100644
index 0000000..b47fbc5
Binary files /dev/null and b/data/labels/113_6.png differ
diff --git a/data/labels/113_7.png b/data/labels/113_7.png
new file mode 100644
index 0000000..57ef097
Binary files /dev/null and b/data/labels/113_7.png differ
diff --git a/data/labels/114_0.png b/data/labels/114_0.png
new file mode 100644
index 0000000..4f03fee
Binary files /dev/null and b/data/labels/114_0.png differ
diff --git a/data/labels/114_1.png b/data/labels/114_1.png
new file mode 100644
index 0000000..242106a
Binary files /dev/null and b/data/labels/114_1.png differ
diff --git a/data/labels/114_2.png b/data/labels/114_2.png
new file mode 100644
index 0000000..2e21217
Binary files /dev/null and b/data/labels/114_2.png differ
diff --git a/data/labels/114_3.png b/data/labels/114_3.png
new file mode 100644
index 0000000..cb771b4
Binary files /dev/null and b/data/labels/114_3.png differ
diff --git a/data/labels/114_4.png b/data/labels/114_4.png
new file mode 100644
index 0000000..0384715
Binary files /dev/null and b/data/labels/114_4.png differ
diff --git a/data/labels/114_5.png b/data/labels/114_5.png
new file mode 100644
index 0000000..5980550
Binary files /dev/null and b/data/labels/114_5.png differ
diff --git a/data/labels/114_6.png b/data/labels/114_6.png
new file mode 100644
index 0000000..722aeca
Binary files /dev/null and b/data/labels/114_6.png differ
diff --git a/data/labels/114_7.png b/data/labels/114_7.png
new file mode 100644
index 0000000..f78cdba
Binary files /dev/null and b/data/labels/114_7.png differ
diff --git a/data/labels/115_0.png b/data/labels/115_0.png
new file mode 100644
index 0000000..14314ad
Binary files /dev/null and b/data/labels/115_0.png differ
diff --git a/data/labels/115_1.png b/data/labels/115_1.png
new file mode 100644
index 0000000..ff3fa2a
Binary files /dev/null and b/data/labels/115_1.png differ
diff --git a/data/labels/115_2.png b/data/labels/115_2.png
new file mode 100644
index 0000000..dd3fcc4
Binary files /dev/null and b/data/labels/115_2.png differ
diff --git a/data/labels/115_3.png b/data/labels/115_3.png
new file mode 100644
index 0000000..b72c63d
Binary files /dev/null and b/data/labels/115_3.png differ
diff --git a/data/labels/115_4.png b/data/labels/115_4.png
new file mode 100644
index 0000000..23de3cf
Binary files /dev/null and b/data/labels/115_4.png differ
diff --git a/data/labels/115_5.png b/data/labels/115_5.png
new file mode 100644
index 0000000..4f8aa09
Binary files /dev/null and b/data/labels/115_5.png differ
diff --git a/data/labels/115_6.png b/data/labels/115_6.png
new file mode 100644
index 0000000..1e27841
Binary files /dev/null and b/data/labels/115_6.png differ
diff --git a/data/labels/115_7.png b/data/labels/115_7.png
new file mode 100644
index 0000000..d8afe9b
Binary files /dev/null and b/data/labels/115_7.png differ
diff --git a/data/labels/116_0.png b/data/labels/116_0.png
new file mode 100644
index 0000000..a8eff47
Binary files /dev/null and b/data/labels/116_0.png differ
diff --git a/data/labels/116_1.png b/data/labels/116_1.png
new file mode 100644
index 0000000..f6bca86
Binary files /dev/null and b/data/labels/116_1.png differ
diff --git a/data/labels/116_2.png b/data/labels/116_2.png
new file mode 100644
index 0000000..e78fe12
Binary files /dev/null and b/data/labels/116_2.png differ
diff --git a/data/labels/116_3.png b/data/labels/116_3.png
new file mode 100644
index 0000000..e6608ec
Binary files /dev/null and b/data/labels/116_3.png differ
diff --git a/data/labels/116_4.png b/data/labels/116_4.png
new file mode 100644
index 0000000..f43bbd9
Binary files /dev/null and b/data/labels/116_4.png differ
diff --git a/data/labels/116_5.png b/data/labels/116_5.png
new file mode 100644
index 0000000..c469a1b
Binary files /dev/null and b/data/labels/116_5.png differ
diff --git a/data/labels/116_6.png b/data/labels/116_6.png
new file mode 100644
index 0000000..c433010
Binary files /dev/null and b/data/labels/116_6.png differ
diff --git a/data/labels/116_7.png b/data/labels/116_7.png
new file mode 100644
index 0000000..d9a51de
Binary files /dev/null and b/data/labels/116_7.png differ
diff --git a/data/labels/117_0.png b/data/labels/117_0.png
new file mode 100644
index 0000000..9859ec0
Binary files /dev/null and b/data/labels/117_0.png differ
diff --git a/data/labels/117_1.png b/data/labels/117_1.png
new file mode 100644
index 0000000..787d137
Binary files /dev/null and b/data/labels/117_1.png differ
diff --git a/data/labels/117_2.png b/data/labels/117_2.png
new file mode 100644
index 0000000..0e34ef5
Binary files /dev/null and b/data/labels/117_2.png differ
diff --git a/data/labels/117_3.png b/data/labels/117_3.png
new file mode 100644
index 0000000..2ee53f7
Binary files /dev/null and b/data/labels/117_3.png differ
diff --git a/data/labels/117_4.png b/data/labels/117_4.png
new file mode 100644
index 0000000..1dc1c1a
Binary files /dev/null and b/data/labels/117_4.png differ
diff --git a/data/labels/117_5.png b/data/labels/117_5.png
new file mode 100644
index 0000000..6de7e93
Binary files /dev/null and b/data/labels/117_5.png differ
diff --git a/data/labels/117_6.png b/data/labels/117_6.png
new file mode 100644
index 0000000..27b4372
Binary files /dev/null and b/data/labels/117_6.png differ
diff --git a/data/labels/117_7.png b/data/labels/117_7.png
new file mode 100644
index 0000000..24229ac
Binary files /dev/null and b/data/labels/117_7.png differ
diff --git a/data/labels/118_0.png b/data/labels/118_0.png
new file mode 100644
index 0000000..25fc7e3
Binary files /dev/null and b/data/labels/118_0.png differ
diff --git a/data/labels/118_1.png b/data/labels/118_1.png
new file mode 100644
index 0000000..06362d2
Binary files /dev/null and b/data/labels/118_1.png differ
diff --git a/data/labels/118_2.png b/data/labels/118_2.png
new file mode 100644
index 0000000..58f9e2a
Binary files /dev/null and b/data/labels/118_2.png differ
diff --git a/data/labels/118_3.png b/data/labels/118_3.png
new file mode 100644
index 0000000..b20eedd
Binary files /dev/null and b/data/labels/118_3.png differ
diff --git a/data/labels/118_4.png b/data/labels/118_4.png
new file mode 100644
index 0000000..e2aef9e
Binary files /dev/null and b/data/labels/118_4.png differ
diff --git a/data/labels/118_5.png b/data/labels/118_5.png
new file mode 100644
index 0000000..55219d7
Binary files /dev/null and b/data/labels/118_5.png differ
diff --git a/data/labels/118_6.png b/data/labels/118_6.png
new file mode 100644
index 0000000..29002e7
Binary files /dev/null and b/data/labels/118_6.png differ
diff --git a/data/labels/118_7.png b/data/labels/118_7.png
new file mode 100644
index 0000000..1904953
Binary files /dev/null and b/data/labels/118_7.png differ
diff --git a/data/labels/119_0.png b/data/labels/119_0.png
new file mode 100644
index 0000000..210db8f
Binary files /dev/null and b/data/labels/119_0.png differ
diff --git a/data/labels/119_1.png b/data/labels/119_1.png
new file mode 100644
index 0000000..dd1a63e
Binary files /dev/null and b/data/labels/119_1.png differ
diff --git a/data/labels/119_2.png b/data/labels/119_2.png
new file mode 100644
index 0000000..adce91d
Binary files /dev/null and b/data/labels/119_2.png differ
diff --git a/data/labels/119_3.png b/data/labels/119_3.png
new file mode 100644
index 0000000..f5cedf7
Binary files /dev/null and b/data/labels/119_3.png differ
diff --git a/data/labels/119_4.png b/data/labels/119_4.png
new file mode 100644
index 0000000..e493490
Binary files /dev/null and b/data/labels/119_4.png differ
diff --git a/data/labels/119_5.png b/data/labels/119_5.png
new file mode 100644
index 0000000..4c60c5b
Binary files /dev/null and b/data/labels/119_5.png differ
diff --git a/data/labels/119_6.png b/data/labels/119_6.png
new file mode 100644
index 0000000..4e62345
Binary files /dev/null and b/data/labels/119_6.png differ
diff --git a/data/labels/119_7.png b/data/labels/119_7.png
new file mode 100644
index 0000000..4804a20
Binary files /dev/null and b/data/labels/119_7.png differ
diff --git a/data/labels/120_0.png b/data/labels/120_0.png
new file mode 100644
index 0000000..f355a71
Binary files /dev/null and b/data/labels/120_0.png differ
diff --git a/data/labels/120_1.png b/data/labels/120_1.png
new file mode 100644
index 0000000..d30aaf4
Binary files /dev/null and b/data/labels/120_1.png differ
diff --git a/data/labels/120_2.png b/data/labels/120_2.png
new file mode 100644
index 0000000..29a50af
Binary files /dev/null and b/data/labels/120_2.png differ
diff --git a/data/labels/120_3.png b/data/labels/120_3.png
new file mode 100644
index 0000000..34f22af
Binary files /dev/null and b/data/labels/120_3.png differ
diff --git a/data/labels/120_4.png b/data/labels/120_4.png
new file mode 100644
index 0000000..091c1db
Binary files /dev/null and b/data/labels/120_4.png differ
diff --git a/data/labels/120_5.png b/data/labels/120_5.png
new file mode 100644
index 0000000..05b42b7
Binary files /dev/null and b/data/labels/120_5.png differ
diff --git a/data/labels/120_6.png b/data/labels/120_6.png
new file mode 100644
index 0000000..111b6c8
Binary files /dev/null and b/data/labels/120_6.png differ
diff --git a/data/labels/120_7.png b/data/labels/120_7.png
new file mode 100644
index 0000000..f2b3f46
Binary files /dev/null and b/data/labels/120_7.png differ
diff --git a/data/labels/121_0.png b/data/labels/121_0.png
new file mode 100644
index 0000000..b65f18f
Binary files /dev/null and b/data/labels/121_0.png differ
diff --git a/data/labels/121_1.png b/data/labels/121_1.png
new file mode 100644
index 0000000..ac0cc94
Binary files /dev/null and b/data/labels/121_1.png differ
diff --git a/data/labels/121_2.png b/data/labels/121_2.png
new file mode 100644
index 0000000..026428f
Binary files /dev/null and b/data/labels/121_2.png differ
diff --git a/data/labels/121_3.png b/data/labels/121_3.png
new file mode 100644
index 0000000..4be8341
Binary files /dev/null and b/data/labels/121_3.png differ
diff --git a/data/labels/121_4.png b/data/labels/121_4.png
new file mode 100644
index 0000000..878dc61
Binary files /dev/null and b/data/labels/121_4.png differ
diff --git a/data/labels/121_5.png b/data/labels/121_5.png
new file mode 100644
index 0000000..8966d38
Binary files /dev/null and b/data/labels/121_5.png differ
diff --git a/data/labels/121_6.png b/data/labels/121_6.png
new file mode 100644
index 0000000..58928fa
Binary files /dev/null and b/data/labels/121_6.png differ
diff --git a/data/labels/121_7.png b/data/labels/121_7.png
new file mode 100644
index 0000000..0e1dd9c
Binary files /dev/null and b/data/labels/121_7.png differ
diff --git a/data/labels/122_0.png b/data/labels/122_0.png
new file mode 100644
index 0000000..4a710d9
Binary files /dev/null and b/data/labels/122_0.png differ
diff --git a/data/labels/122_1.png b/data/labels/122_1.png
new file mode 100644
index 0000000..adaf490
Binary files /dev/null and b/data/labels/122_1.png differ
diff --git a/data/labels/122_2.png b/data/labels/122_2.png
new file mode 100644
index 0000000..340678c
Binary files /dev/null and b/data/labels/122_2.png differ
diff --git a/data/labels/122_3.png b/data/labels/122_3.png
new file mode 100644
index 0000000..5d23a47
Binary files /dev/null and b/data/labels/122_3.png differ
diff --git a/data/labels/122_4.png b/data/labels/122_4.png
new file mode 100644
index 0000000..a814c29
Binary files /dev/null and b/data/labels/122_4.png differ
diff --git a/data/labels/122_5.png b/data/labels/122_5.png
new file mode 100644
index 0000000..eed547d
Binary files /dev/null and b/data/labels/122_5.png differ
diff --git a/data/labels/122_6.png b/data/labels/122_6.png
new file mode 100644
index 0000000..931f24f
Binary files /dev/null and b/data/labels/122_6.png differ
diff --git a/data/labels/122_7.png b/data/labels/122_7.png
new file mode 100644
index 0000000..61d8992
Binary files /dev/null and b/data/labels/122_7.png differ
diff --git a/data/labels/123_0.png b/data/labels/123_0.png
new file mode 100644
index 0000000..f4dd0a6
Binary files /dev/null and b/data/labels/123_0.png differ
diff --git a/data/labels/123_1.png b/data/labels/123_1.png
new file mode 100644
index 0000000..5a12ac5
Binary files /dev/null and b/data/labels/123_1.png differ
diff --git a/data/labels/123_2.png b/data/labels/123_2.png
new file mode 100644
index 0000000..e0fd981
Binary files /dev/null and b/data/labels/123_2.png differ
diff --git a/data/labels/123_3.png b/data/labels/123_3.png
new file mode 100644
index 0000000..7d97fe8
Binary files /dev/null and b/data/labels/123_3.png differ
diff --git a/data/labels/123_4.png b/data/labels/123_4.png
new file mode 100644
index 0000000..d56a9b1
Binary files /dev/null and b/data/labels/123_4.png differ
diff --git a/data/labels/123_5.png b/data/labels/123_5.png
new file mode 100644
index 0000000..d5efd0c
Binary files /dev/null and b/data/labels/123_5.png differ
diff --git a/data/labels/123_6.png b/data/labels/123_6.png
new file mode 100644
index 0000000..0a9d8f5
Binary files /dev/null and b/data/labels/123_6.png differ
diff --git a/data/labels/123_7.png b/data/labels/123_7.png
new file mode 100644
index 0000000..0802b2e
Binary files /dev/null and b/data/labels/123_7.png differ
diff --git a/data/labels/124_0.png b/data/labels/124_0.png
new file mode 100644
index 0000000..ed613ea
Binary files /dev/null and b/data/labels/124_0.png differ
diff --git a/data/labels/124_1.png b/data/labels/124_1.png
new file mode 100644
index 0000000..38aeaef
Binary files /dev/null and b/data/labels/124_1.png differ
diff --git a/data/labels/124_2.png b/data/labels/124_2.png
new file mode 100644
index 0000000..fdb2626
Binary files /dev/null and b/data/labels/124_2.png differ
diff --git a/data/labels/124_3.png b/data/labels/124_3.png
new file mode 100644
index 0000000..56d0423
Binary files /dev/null and b/data/labels/124_3.png differ
diff --git a/data/labels/124_4.png b/data/labels/124_4.png
new file mode 100644
index 0000000..28a4c54
Binary files /dev/null and b/data/labels/124_4.png differ
diff --git a/data/labels/124_5.png b/data/labels/124_5.png
new file mode 100644
index 0000000..d5c834e
Binary files /dev/null and b/data/labels/124_5.png differ
diff --git a/data/labels/124_6.png b/data/labels/124_6.png
new file mode 100644
index 0000000..2802bed
Binary files /dev/null and b/data/labels/124_6.png differ
diff --git a/data/labels/124_7.png b/data/labels/124_7.png
new file mode 100644
index 0000000..7b55cb3
Binary files /dev/null and b/data/labels/124_7.png differ
diff --git a/data/labels/125_0.png b/data/labels/125_0.png
new file mode 100644
index 0000000..519df00
Binary files /dev/null and b/data/labels/125_0.png differ
diff --git a/data/labels/125_1.png b/data/labels/125_1.png
new file mode 100644
index 0000000..404a098
Binary files /dev/null and b/data/labels/125_1.png differ
diff --git a/data/labels/125_2.png b/data/labels/125_2.png
new file mode 100644
index 0000000..12c884e
Binary files /dev/null and b/data/labels/125_2.png differ
diff --git a/data/labels/125_3.png b/data/labels/125_3.png
new file mode 100644
index 0000000..58bfe38
Binary files /dev/null and b/data/labels/125_3.png differ
diff --git a/data/labels/125_4.png b/data/labels/125_4.png
new file mode 100644
index 0000000..f4ad3ea
Binary files /dev/null and b/data/labels/125_4.png differ
diff --git a/data/labels/125_5.png b/data/labels/125_5.png
new file mode 100644
index 0000000..719d2aa
Binary files /dev/null and b/data/labels/125_5.png differ
diff --git a/data/labels/125_6.png b/data/labels/125_6.png
new file mode 100644
index 0000000..4eaf40e
Binary files /dev/null and b/data/labels/125_6.png differ
diff --git a/data/labels/125_7.png b/data/labels/125_7.png
new file mode 100644
index 0000000..76541b2
Binary files /dev/null and b/data/labels/125_7.png differ
diff --git a/data/labels/126_0.png b/data/labels/126_0.png
new file mode 100644
index 0000000..dee8fd2
Binary files /dev/null and b/data/labels/126_0.png differ
diff --git a/data/labels/126_1.png b/data/labels/126_1.png
new file mode 100644
index 0000000..a5e143c
Binary files /dev/null and b/data/labels/126_1.png differ
diff --git a/data/labels/126_2.png b/data/labels/126_2.png
new file mode 100644
index 0000000..91cf515
Binary files /dev/null and b/data/labels/126_2.png differ
diff --git a/data/labels/126_3.png b/data/labels/126_3.png
new file mode 100644
index 0000000..f15d5ae
Binary files /dev/null and b/data/labels/126_3.png differ
diff --git a/data/labels/126_4.png b/data/labels/126_4.png
new file mode 100644
index 0000000..0393cb6
Binary files /dev/null and b/data/labels/126_4.png differ
diff --git a/data/labels/126_5.png b/data/labels/126_5.png
new file mode 100644
index 0000000..59b7994
Binary files /dev/null and b/data/labels/126_5.png differ
diff --git a/data/labels/126_6.png b/data/labels/126_6.png
new file mode 100644
index 0000000..80e1f1d
Binary files /dev/null and b/data/labels/126_6.png differ
diff --git a/data/labels/126_7.png b/data/labels/126_7.png
new file mode 100644
index 0000000..dc9244e
Binary files /dev/null and b/data/labels/126_7.png differ
diff --git a/data/labels/32_0.png b/data/labels/32_0.png
new file mode 100644
index 0000000..c87d966
Binary files /dev/null and b/data/labels/32_0.png differ
diff --git a/data/labels/32_1.png b/data/labels/32_1.png
new file mode 100644
index 0000000..cbd041f
Binary files /dev/null and b/data/labels/32_1.png differ
diff --git a/data/labels/32_2.png b/data/labels/32_2.png
new file mode 100644
index 0000000..876d55c
Binary files /dev/null and b/data/labels/32_2.png differ
diff --git a/data/labels/32_3.png b/data/labels/32_3.png
new file mode 100644
index 0000000..45fae2c
Binary files /dev/null and b/data/labels/32_3.png differ
diff --git a/data/labels/32_4.png b/data/labels/32_4.png
new file mode 100644
index 0000000..b6b5bf1
Binary files /dev/null and b/data/labels/32_4.png differ
diff --git a/data/labels/32_5.png b/data/labels/32_5.png
new file mode 100644
index 0000000..4abbab4
Binary files /dev/null and b/data/labels/32_5.png differ
diff --git a/data/labels/32_6.png b/data/labels/32_6.png
new file mode 100644
index 0000000..55b7c5a
Binary files /dev/null and b/data/labels/32_6.png differ
diff --git a/data/labels/32_7.png b/data/labels/32_7.png
new file mode 100644
index 0000000..04a30b7
Binary files /dev/null and b/data/labels/32_7.png differ
diff --git a/data/labels/33_0.png b/data/labels/33_0.png
new file mode 100644
index 0000000..7e24840
Binary files /dev/null and b/data/labels/33_0.png differ
diff --git a/data/labels/33_1.png b/data/labels/33_1.png
new file mode 100644
index 0000000..ecdc997
Binary files /dev/null and b/data/labels/33_1.png differ
diff --git a/data/labels/33_2.png b/data/labels/33_2.png
new file mode 100644
index 0000000..9630334
Binary files /dev/null and b/data/labels/33_2.png differ
diff --git a/data/labels/33_3.png b/data/labels/33_3.png
new file mode 100644
index 0000000..5a21e89
Binary files /dev/null and b/data/labels/33_3.png differ
diff --git a/data/labels/33_4.png b/data/labels/33_4.png
new file mode 100644
index 0000000..0cbba3f
Binary files /dev/null and b/data/labels/33_4.png differ
diff --git a/data/labels/33_5.png b/data/labels/33_5.png
new file mode 100644
index 0000000..80ee16c
Binary files /dev/null and b/data/labels/33_5.png differ
diff --git a/data/labels/33_6.png b/data/labels/33_6.png
new file mode 100644
index 0000000..acba696
Binary files /dev/null and b/data/labels/33_6.png differ
diff --git a/data/labels/33_7.png b/data/labels/33_7.png
new file mode 100644
index 0000000..d2a5ea6
Binary files /dev/null and b/data/labels/33_7.png differ
diff --git a/data/labels/34_0.png b/data/labels/34_0.png
new file mode 100644
index 0000000..6979b10
Binary files /dev/null and b/data/labels/34_0.png differ
diff --git a/data/labels/34_1.png b/data/labels/34_1.png
new file mode 100644
index 0000000..8f4f6ff
Binary files /dev/null and b/data/labels/34_1.png differ
diff --git a/data/labels/34_2.png b/data/labels/34_2.png
new file mode 100644
index 0000000..eb4faa2
Binary files /dev/null and b/data/labels/34_2.png differ
diff --git a/data/labels/34_3.png b/data/labels/34_3.png
new file mode 100644
index 0000000..d0beba4
Binary files /dev/null and b/data/labels/34_3.png differ
diff --git a/data/labels/34_4.png b/data/labels/34_4.png
new file mode 100644
index 0000000..9de7e3a
Binary files /dev/null and b/data/labels/34_4.png differ
diff --git a/data/labels/34_5.png b/data/labels/34_5.png
new file mode 100644
index 0000000..46d6e70
Binary files /dev/null and b/data/labels/34_5.png differ
diff --git a/data/labels/34_6.png b/data/labels/34_6.png
new file mode 100644
index 0000000..6188c12
Binary files /dev/null and b/data/labels/34_6.png differ
diff --git a/data/labels/34_7.png b/data/labels/34_7.png
new file mode 100644
index 0000000..f315a95
Binary files /dev/null and b/data/labels/34_7.png differ
diff --git a/data/labels/35_0.png b/data/labels/35_0.png
new file mode 100644
index 0000000..dc36d95
Binary files /dev/null and b/data/labels/35_0.png differ
diff --git a/data/labels/35_1.png b/data/labels/35_1.png
new file mode 100644
index 0000000..e644773
Binary files /dev/null and b/data/labels/35_1.png differ
diff --git a/data/labels/35_2.png b/data/labels/35_2.png
new file mode 100644
index 0000000..f3d836f
Binary files /dev/null and b/data/labels/35_2.png differ
diff --git a/data/labels/35_3.png b/data/labels/35_3.png
new file mode 100644
index 0000000..0f5ba7a
Binary files /dev/null and b/data/labels/35_3.png differ
diff --git a/data/labels/35_4.png b/data/labels/35_4.png
new file mode 100644
index 0000000..4735bf5
Binary files /dev/null and b/data/labels/35_4.png differ
diff --git a/data/labels/35_5.png b/data/labels/35_5.png
new file mode 100644
index 0000000..76fdea5
Binary files /dev/null and b/data/labels/35_5.png differ
diff --git a/data/labels/35_6.png b/data/labels/35_6.png
new file mode 100644
index 0000000..fa79b9f
Binary files /dev/null and b/data/labels/35_6.png differ
diff --git a/data/labels/35_7.png b/data/labels/35_7.png
new file mode 100644
index 0000000..3836490
Binary files /dev/null and b/data/labels/35_7.png differ
diff --git a/data/labels/36_0.png b/data/labels/36_0.png
new file mode 100644
index 0000000..840005f
Binary files /dev/null and b/data/labels/36_0.png differ
diff --git a/data/labels/36_1.png b/data/labels/36_1.png
new file mode 100644
index 0000000..04a2b3d
Binary files /dev/null and b/data/labels/36_1.png differ
diff --git a/data/labels/36_2.png b/data/labels/36_2.png
new file mode 100644
index 0000000..a14135b
Binary files /dev/null and b/data/labels/36_2.png differ
diff --git a/data/labels/36_3.png b/data/labels/36_3.png
new file mode 100644
index 0000000..ee6c8b8
Binary files /dev/null and b/data/labels/36_3.png differ
diff --git a/data/labels/36_4.png b/data/labels/36_4.png
new file mode 100644
index 0000000..95f46e5
Binary files /dev/null and b/data/labels/36_4.png differ
diff --git a/data/labels/36_5.png b/data/labels/36_5.png
new file mode 100644
index 0000000..fd642a8
Binary files /dev/null and b/data/labels/36_5.png differ
diff --git a/data/labels/36_6.png b/data/labels/36_6.png
new file mode 100644
index 0000000..de67e3d
Binary files /dev/null and b/data/labels/36_6.png differ
diff --git a/data/labels/36_7.png b/data/labels/36_7.png
new file mode 100644
index 0000000..3634ba1
Binary files /dev/null and b/data/labels/36_7.png differ
diff --git a/data/labels/37_0.png b/data/labels/37_0.png
new file mode 100644
index 0000000..dce1525
Binary files /dev/null and b/data/labels/37_0.png differ
diff --git a/data/labels/37_1.png b/data/labels/37_1.png
new file mode 100644
index 0000000..2006b52
Binary files /dev/null and b/data/labels/37_1.png differ
diff --git a/data/labels/37_2.png b/data/labels/37_2.png
new file mode 100644
index 0000000..e65cff5
Binary files /dev/null and b/data/labels/37_2.png differ
diff --git a/data/labels/37_3.png b/data/labels/37_3.png
new file mode 100644
index 0000000..d3d1676
Binary files /dev/null and b/data/labels/37_3.png differ
diff --git a/data/labels/37_4.png b/data/labels/37_4.png
new file mode 100644
index 0000000..c2ee3cf
Binary files /dev/null and b/data/labels/37_4.png differ
diff --git a/data/labels/37_5.png b/data/labels/37_5.png
new file mode 100644
index 0000000..ed98c2b
Binary files /dev/null and b/data/labels/37_5.png differ
diff --git a/data/labels/37_6.png b/data/labels/37_6.png
new file mode 100644
index 0000000..65b8e25
Binary files /dev/null and b/data/labels/37_6.png differ
diff --git a/data/labels/37_7.png b/data/labels/37_7.png
new file mode 100644
index 0000000..3022845
Binary files /dev/null and b/data/labels/37_7.png differ
diff --git a/data/labels/38_0.png b/data/labels/38_0.png
new file mode 100644
index 0000000..3c77a79
Binary files /dev/null and b/data/labels/38_0.png differ
diff --git a/data/labels/38_1.png b/data/labels/38_1.png
new file mode 100644
index 0000000..49c10d2
Binary files /dev/null and b/data/labels/38_1.png differ
diff --git a/data/labels/38_2.png b/data/labels/38_2.png
new file mode 100644
index 0000000..fc3c2f1
Binary files /dev/null and b/data/labels/38_2.png differ
diff --git a/data/labels/38_3.png b/data/labels/38_3.png
new file mode 100644
index 0000000..1ece920
Binary files /dev/null and b/data/labels/38_3.png differ
diff --git a/data/labels/38_4.png b/data/labels/38_4.png
new file mode 100644
index 0000000..7347095
Binary files /dev/null and b/data/labels/38_4.png differ
diff --git a/data/labels/38_5.png b/data/labels/38_5.png
new file mode 100644
index 0000000..f5c91f9
Binary files /dev/null and b/data/labels/38_5.png differ
diff --git a/data/labels/38_6.png b/data/labels/38_6.png
new file mode 100644
index 0000000..0204c42
Binary files /dev/null and b/data/labels/38_6.png differ
diff --git a/data/labels/38_7.png b/data/labels/38_7.png
new file mode 100644
index 0000000..0b37bb6
Binary files /dev/null and b/data/labels/38_7.png differ
diff --git a/data/labels/39_0.png b/data/labels/39_0.png
new file mode 100644
index 0000000..653aa58
Binary files /dev/null and b/data/labels/39_0.png differ
diff --git a/data/labels/39_1.png b/data/labels/39_1.png
new file mode 100644
index 0000000..6786a73
Binary files /dev/null and b/data/labels/39_1.png differ
diff --git a/data/labels/39_2.png b/data/labels/39_2.png
new file mode 100644
index 0000000..21924b0
Binary files /dev/null and b/data/labels/39_2.png differ
diff --git a/data/labels/39_3.png b/data/labels/39_3.png
new file mode 100644
index 0000000..f28517c
Binary files /dev/null and b/data/labels/39_3.png differ
diff --git a/data/labels/39_4.png b/data/labels/39_4.png
new file mode 100644
index 0000000..82a8929
Binary files /dev/null and b/data/labels/39_4.png differ
diff --git a/data/labels/39_5.png b/data/labels/39_5.png
new file mode 100644
index 0000000..ce3db3d
Binary files /dev/null and b/data/labels/39_5.png differ
diff --git a/data/labels/39_6.png b/data/labels/39_6.png
new file mode 100644
index 0000000..615cda1
Binary files /dev/null and b/data/labels/39_6.png differ
diff --git a/data/labels/39_7.png b/data/labels/39_7.png
new file mode 100644
index 0000000..064d2c1
Binary files /dev/null and b/data/labels/39_7.png differ
diff --git a/data/labels/40_0.png b/data/labels/40_0.png
new file mode 100644
index 0000000..c013b07
Binary files /dev/null and b/data/labels/40_0.png differ
diff --git a/data/labels/40_1.png b/data/labels/40_1.png
new file mode 100644
index 0000000..2cea088
Binary files /dev/null and b/data/labels/40_1.png differ
diff --git a/data/labels/40_2.png b/data/labels/40_2.png
new file mode 100644
index 0000000..023004c
Binary files /dev/null and b/data/labels/40_2.png differ
diff --git a/data/labels/40_3.png b/data/labels/40_3.png
new file mode 100644
index 0000000..fd3600d
Binary files /dev/null and b/data/labels/40_3.png differ
diff --git a/data/labels/40_4.png b/data/labels/40_4.png
new file mode 100644
index 0000000..f5b5987
Binary files /dev/null and b/data/labels/40_4.png differ
diff --git a/data/labels/40_5.png b/data/labels/40_5.png
new file mode 100644
index 0000000..4e76a4e
Binary files /dev/null and b/data/labels/40_5.png differ
diff --git a/data/labels/40_6.png b/data/labels/40_6.png
new file mode 100644
index 0000000..0685240
Binary files /dev/null and b/data/labels/40_6.png differ
diff --git a/data/labels/40_7.png b/data/labels/40_7.png
new file mode 100644
index 0000000..15ca175
Binary files /dev/null and b/data/labels/40_7.png differ
diff --git a/data/labels/41_0.png b/data/labels/41_0.png
new file mode 100644
index 0000000..6975e8c
Binary files /dev/null and b/data/labels/41_0.png differ
diff --git a/data/labels/41_1.png b/data/labels/41_1.png
new file mode 100644
index 0000000..f42ff76
Binary files /dev/null and b/data/labels/41_1.png differ
diff --git a/data/labels/41_2.png b/data/labels/41_2.png
new file mode 100644
index 0000000..dd861ff
Binary files /dev/null and b/data/labels/41_2.png differ
diff --git a/data/labels/41_3.png b/data/labels/41_3.png
new file mode 100644
index 0000000..cd80189
Binary files /dev/null and b/data/labels/41_3.png differ
diff --git a/data/labels/41_4.png b/data/labels/41_4.png
new file mode 100644
index 0000000..b62c749
Binary files /dev/null and b/data/labels/41_4.png differ
diff --git a/data/labels/41_5.png b/data/labels/41_5.png
new file mode 100644
index 0000000..d3fe6b7
Binary files /dev/null and b/data/labels/41_5.png differ
diff --git a/data/labels/41_6.png b/data/labels/41_6.png
new file mode 100644
index 0000000..4b7a916
Binary files /dev/null and b/data/labels/41_6.png differ
diff --git a/data/labels/41_7.png b/data/labels/41_7.png
new file mode 100644
index 0000000..d795c96
Binary files /dev/null and b/data/labels/41_7.png differ
diff --git a/data/labels/42_0.png b/data/labels/42_0.png
new file mode 100644
index 0000000..1c7b1ad
Binary files /dev/null and b/data/labels/42_0.png differ
diff --git a/data/labels/42_1.png b/data/labels/42_1.png
new file mode 100644
index 0000000..e8b5006
Binary files /dev/null and b/data/labels/42_1.png differ
diff --git a/data/labels/42_2.png b/data/labels/42_2.png
new file mode 100644
index 0000000..53de848
Binary files /dev/null and b/data/labels/42_2.png differ
diff --git a/data/labels/42_3.png b/data/labels/42_3.png
new file mode 100644
index 0000000..ec5601e
Binary files /dev/null and b/data/labels/42_3.png differ
diff --git a/data/labels/42_4.png b/data/labels/42_4.png
new file mode 100644
index 0000000..46b6659
Binary files /dev/null and b/data/labels/42_4.png differ
diff --git a/data/labels/42_5.png b/data/labels/42_5.png
new file mode 100644
index 0000000..c87b8b7
Binary files /dev/null and b/data/labels/42_5.png differ
diff --git a/data/labels/42_6.png b/data/labels/42_6.png
new file mode 100644
index 0000000..56962dd
Binary files /dev/null and b/data/labels/42_6.png differ
diff --git a/data/labels/42_7.png b/data/labels/42_7.png
new file mode 100644
index 0000000..be5660f
Binary files /dev/null and b/data/labels/42_7.png differ
diff --git a/data/labels/43_0.png b/data/labels/43_0.png
new file mode 100644
index 0000000..d5b6cf2
Binary files /dev/null and b/data/labels/43_0.png differ
diff --git a/data/labels/43_1.png b/data/labels/43_1.png
new file mode 100644
index 0000000..409f8a0
Binary files /dev/null and b/data/labels/43_1.png differ
diff --git a/data/labels/43_2.png b/data/labels/43_2.png
new file mode 100644
index 0000000..f8bae16
Binary files /dev/null and b/data/labels/43_2.png differ
diff --git a/data/labels/43_3.png b/data/labels/43_3.png
new file mode 100644
index 0000000..aa1c27f
Binary files /dev/null and b/data/labels/43_3.png differ
diff --git a/data/labels/43_4.png b/data/labels/43_4.png
new file mode 100644
index 0000000..274b6f0
Binary files /dev/null and b/data/labels/43_4.png differ
diff --git a/data/labels/43_5.png b/data/labels/43_5.png
new file mode 100644
index 0000000..96bd276
Binary files /dev/null and b/data/labels/43_5.png differ
diff --git a/data/labels/43_6.png b/data/labels/43_6.png
new file mode 100644
index 0000000..f3f5ac4
Binary files /dev/null and b/data/labels/43_6.png differ
diff --git a/data/labels/43_7.png b/data/labels/43_7.png
new file mode 100644
index 0000000..17e92c1
Binary files /dev/null and b/data/labels/43_7.png differ
diff --git a/data/labels/44_0.png b/data/labels/44_0.png
new file mode 100644
index 0000000..b36c068
Binary files /dev/null and b/data/labels/44_0.png differ
diff --git a/data/labels/44_1.png b/data/labels/44_1.png
new file mode 100644
index 0000000..647a954
Binary files /dev/null and b/data/labels/44_1.png differ
diff --git a/data/labels/44_2.png b/data/labels/44_2.png
new file mode 100644
index 0000000..61a1e13
Binary files /dev/null and b/data/labels/44_2.png differ
diff --git a/data/labels/44_3.png b/data/labels/44_3.png
new file mode 100644
index 0000000..d3f5a55
Binary files /dev/null and b/data/labels/44_3.png differ
diff --git a/data/labels/44_4.png b/data/labels/44_4.png
new file mode 100644
index 0000000..e6caed3
Binary files /dev/null and b/data/labels/44_4.png differ
diff --git a/data/labels/44_5.png b/data/labels/44_5.png
new file mode 100644
index 0000000..718c1e1
Binary files /dev/null and b/data/labels/44_5.png differ
diff --git a/data/labels/44_6.png b/data/labels/44_6.png
new file mode 100644
index 0000000..c66bdd7
Binary files /dev/null and b/data/labels/44_6.png differ
diff --git a/data/labels/44_7.png b/data/labels/44_7.png
new file mode 100644
index 0000000..fa50d83
Binary files /dev/null and b/data/labels/44_7.png differ
diff --git a/data/labels/45_0.png b/data/labels/45_0.png
new file mode 100644
index 0000000..e61af81
Binary files /dev/null and b/data/labels/45_0.png differ
diff --git a/data/labels/45_1.png b/data/labels/45_1.png
new file mode 100644
index 0000000..0d03716
Binary files /dev/null and b/data/labels/45_1.png differ
diff --git a/data/labels/45_2.png b/data/labels/45_2.png
new file mode 100644
index 0000000..98cd376
Binary files /dev/null and b/data/labels/45_2.png differ
diff --git a/data/labels/45_3.png b/data/labels/45_3.png
new file mode 100644
index 0000000..9b5d51e
Binary files /dev/null and b/data/labels/45_3.png differ
diff --git a/data/labels/45_4.png b/data/labels/45_4.png
new file mode 100644
index 0000000..f534667
Binary files /dev/null and b/data/labels/45_4.png differ
diff --git a/data/labels/45_5.png b/data/labels/45_5.png
new file mode 100644
index 0000000..9e9238b
Binary files /dev/null and b/data/labels/45_5.png differ
diff --git a/data/labels/45_6.png b/data/labels/45_6.png
new file mode 100644
index 0000000..10d5955
Binary files /dev/null and b/data/labels/45_6.png differ
diff --git a/data/labels/45_7.png b/data/labels/45_7.png
new file mode 100644
index 0000000..53b5a5a
Binary files /dev/null and b/data/labels/45_7.png differ
diff --git a/data/labels/46_0.png b/data/labels/46_0.png
new file mode 100644
index 0000000..ef2a60d
Binary files /dev/null and b/data/labels/46_0.png differ
diff --git a/data/labels/46_1.png b/data/labels/46_1.png
new file mode 100644
index 0000000..bd71cfe
Binary files /dev/null and b/data/labels/46_1.png differ
diff --git a/data/labels/46_2.png b/data/labels/46_2.png
new file mode 100644
index 0000000..7aff20e
Binary files /dev/null and b/data/labels/46_2.png differ
diff --git a/data/labels/46_3.png b/data/labels/46_3.png
new file mode 100644
index 0000000..e7c75b5
Binary files /dev/null and b/data/labels/46_3.png differ
diff --git a/data/labels/46_4.png b/data/labels/46_4.png
new file mode 100644
index 0000000..d8da6fb
Binary files /dev/null and b/data/labels/46_4.png differ
diff --git a/data/labels/46_5.png b/data/labels/46_5.png
new file mode 100644
index 0000000..de8238c
Binary files /dev/null and b/data/labels/46_5.png differ
diff --git a/data/labels/46_6.png b/data/labels/46_6.png
new file mode 100644
index 0000000..e05b769
Binary files /dev/null and b/data/labels/46_6.png differ
diff --git a/data/labels/46_7.png b/data/labels/46_7.png
new file mode 100644
index 0000000..681b61f
Binary files /dev/null and b/data/labels/46_7.png differ
diff --git a/data/labels/47_0.png b/data/labels/47_0.png
new file mode 100644
index 0000000..216dc8c
Binary files /dev/null and b/data/labels/47_0.png differ
diff --git a/data/labels/47_1.png b/data/labels/47_1.png
new file mode 100644
index 0000000..82b133a
Binary files /dev/null and b/data/labels/47_1.png differ
diff --git a/data/labels/47_2.png b/data/labels/47_2.png
new file mode 100644
index 0000000..c226f0d
Binary files /dev/null and b/data/labels/47_2.png differ
diff --git a/data/labels/47_3.png b/data/labels/47_3.png
new file mode 100644
index 0000000..aaf447d
Binary files /dev/null and b/data/labels/47_3.png differ
diff --git a/data/labels/47_4.png b/data/labels/47_4.png
new file mode 100644
index 0000000..78d0c8f
Binary files /dev/null and b/data/labels/47_4.png differ
diff --git a/data/labels/47_5.png b/data/labels/47_5.png
new file mode 100644
index 0000000..181f4d8
Binary files /dev/null and b/data/labels/47_5.png differ
diff --git a/data/labels/47_6.png b/data/labels/47_6.png
new file mode 100644
index 0000000..c45a685
Binary files /dev/null and b/data/labels/47_6.png differ
diff --git a/data/labels/47_7.png b/data/labels/47_7.png
new file mode 100644
index 0000000..3529ca4
Binary files /dev/null and b/data/labels/47_7.png differ
diff --git a/data/labels/48_0.png b/data/labels/48_0.png
new file mode 100644
index 0000000..7892cea
Binary files /dev/null and b/data/labels/48_0.png differ
diff --git a/data/labels/48_1.png b/data/labels/48_1.png
new file mode 100644
index 0000000..a8fe167
Binary files /dev/null and b/data/labels/48_1.png differ
diff --git a/data/labels/48_2.png b/data/labels/48_2.png
new file mode 100644
index 0000000..db89b2c
Binary files /dev/null and b/data/labels/48_2.png differ
diff --git a/data/labels/48_3.png b/data/labels/48_3.png
new file mode 100644
index 0000000..6d9260b
Binary files /dev/null and b/data/labels/48_3.png differ
diff --git a/data/labels/48_4.png b/data/labels/48_4.png
new file mode 100644
index 0000000..e0ce59b
Binary files /dev/null and b/data/labels/48_4.png differ
diff --git a/data/labels/48_5.png b/data/labels/48_5.png
new file mode 100644
index 0000000..3b51039
Binary files /dev/null and b/data/labels/48_5.png differ
diff --git a/data/labels/48_6.png b/data/labels/48_6.png
new file mode 100644
index 0000000..2dfcbc3
Binary files /dev/null and b/data/labels/48_6.png differ
diff --git a/data/labels/48_7.png b/data/labels/48_7.png
new file mode 100644
index 0000000..2724e1f
Binary files /dev/null and b/data/labels/48_7.png differ
diff --git a/data/labels/49_0.png b/data/labels/49_0.png
new file mode 100644
index 0000000..3d55fc4
Binary files /dev/null and b/data/labels/49_0.png differ
diff --git a/data/labels/49_1.png b/data/labels/49_1.png
new file mode 100644
index 0000000..208393e
Binary files /dev/null and b/data/labels/49_1.png differ
diff --git a/data/labels/49_2.png b/data/labels/49_2.png
new file mode 100644
index 0000000..aac01b3
Binary files /dev/null and b/data/labels/49_2.png differ
diff --git a/data/labels/49_3.png b/data/labels/49_3.png
new file mode 100644
index 0000000..e47d93f
Binary files /dev/null and b/data/labels/49_3.png differ
diff --git a/data/labels/49_4.png b/data/labels/49_4.png
new file mode 100644
index 0000000..30388d3
Binary files /dev/null and b/data/labels/49_4.png differ
diff --git a/data/labels/49_5.png b/data/labels/49_5.png
new file mode 100644
index 0000000..b4ad5a7
Binary files /dev/null and b/data/labels/49_5.png differ
diff --git a/data/labels/49_6.png b/data/labels/49_6.png
new file mode 100644
index 0000000..99120ee
Binary files /dev/null and b/data/labels/49_6.png differ
diff --git a/data/labels/49_7.png b/data/labels/49_7.png
new file mode 100644
index 0000000..dc8860f
Binary files /dev/null and b/data/labels/49_7.png differ
diff --git a/data/labels/50_0.png b/data/labels/50_0.png
new file mode 100644
index 0000000..efc1236
Binary files /dev/null and b/data/labels/50_0.png differ
diff --git a/data/labels/50_1.png b/data/labels/50_1.png
new file mode 100644
index 0000000..e5416e7
Binary files /dev/null and b/data/labels/50_1.png differ
diff --git a/data/labels/50_2.png b/data/labels/50_2.png
new file mode 100644
index 0000000..cec632a
Binary files /dev/null and b/data/labels/50_2.png differ
diff --git a/data/labels/50_3.png b/data/labels/50_3.png
new file mode 100644
index 0000000..502bd7a
Binary files /dev/null and b/data/labels/50_3.png differ
diff --git a/data/labels/50_4.png b/data/labels/50_4.png
new file mode 100644
index 0000000..c438c57
Binary files /dev/null and b/data/labels/50_4.png differ
diff --git a/data/labels/50_5.png b/data/labels/50_5.png
new file mode 100644
index 0000000..440d487
Binary files /dev/null and b/data/labels/50_5.png differ
diff --git a/data/labels/50_6.png b/data/labels/50_6.png
new file mode 100644
index 0000000..d593319
Binary files /dev/null and b/data/labels/50_6.png differ
diff --git a/data/labels/50_7.png b/data/labels/50_7.png
new file mode 100644
index 0000000..32469da
Binary files /dev/null and b/data/labels/50_7.png differ
diff --git a/data/labels/51_0.png b/data/labels/51_0.png
new file mode 100644
index 0000000..a0cf998
Binary files /dev/null and b/data/labels/51_0.png differ
diff --git a/data/labels/51_1.png b/data/labels/51_1.png
new file mode 100644
index 0000000..982d4ff
Binary files /dev/null and b/data/labels/51_1.png differ
diff --git a/data/labels/51_2.png b/data/labels/51_2.png
new file mode 100644
index 0000000..111c3f5
Binary files /dev/null and b/data/labels/51_2.png differ
diff --git a/data/labels/51_3.png b/data/labels/51_3.png
new file mode 100644
index 0000000..13efd79
Binary files /dev/null and b/data/labels/51_3.png differ
diff --git a/data/labels/51_4.png b/data/labels/51_4.png
new file mode 100644
index 0000000..fb33581
Binary files /dev/null and b/data/labels/51_4.png differ
diff --git a/data/labels/51_5.png b/data/labels/51_5.png
new file mode 100644
index 0000000..933d5ca
Binary files /dev/null and b/data/labels/51_5.png differ
diff --git a/data/labels/51_6.png b/data/labels/51_6.png
new file mode 100644
index 0000000..20fb972
Binary files /dev/null and b/data/labels/51_6.png differ
diff --git a/data/labels/51_7.png b/data/labels/51_7.png
new file mode 100644
index 0000000..1215fef
Binary files /dev/null and b/data/labels/51_7.png differ
diff --git a/data/labels/52_0.png b/data/labels/52_0.png
new file mode 100644
index 0000000..22b22b1
Binary files /dev/null and b/data/labels/52_0.png differ
diff --git a/data/labels/52_1.png b/data/labels/52_1.png
new file mode 100644
index 0000000..96c9110
Binary files /dev/null and b/data/labels/52_1.png differ
diff --git a/data/labels/52_2.png b/data/labels/52_2.png
new file mode 100644
index 0000000..9ed6ffb
Binary files /dev/null and b/data/labels/52_2.png differ
diff --git a/data/labels/52_3.png b/data/labels/52_3.png
new file mode 100644
index 0000000..c437f98
Binary files /dev/null and b/data/labels/52_3.png differ
diff --git a/data/labels/52_4.png b/data/labels/52_4.png
new file mode 100644
index 0000000..1617cca
Binary files /dev/null and b/data/labels/52_4.png differ
diff --git a/data/labels/52_5.png b/data/labels/52_5.png
new file mode 100644
index 0000000..be3af1d
Binary files /dev/null and b/data/labels/52_5.png differ
diff --git a/data/labels/52_6.png b/data/labels/52_6.png
new file mode 100644
index 0000000..8c9c072
Binary files /dev/null and b/data/labels/52_6.png differ
diff --git a/data/labels/52_7.png b/data/labels/52_7.png
new file mode 100644
index 0000000..973a695
Binary files /dev/null and b/data/labels/52_7.png differ
diff --git a/data/labels/53_0.png b/data/labels/53_0.png
new file mode 100644
index 0000000..9a653af
Binary files /dev/null and b/data/labels/53_0.png differ
diff --git a/data/labels/53_1.png b/data/labels/53_1.png
new file mode 100644
index 0000000..5a13540
Binary files /dev/null and b/data/labels/53_1.png differ
diff --git a/data/labels/53_2.png b/data/labels/53_2.png
new file mode 100644
index 0000000..899ec40
Binary files /dev/null and b/data/labels/53_2.png differ
diff --git a/data/labels/53_3.png b/data/labels/53_3.png
new file mode 100644
index 0000000..6ef6591
Binary files /dev/null and b/data/labels/53_3.png differ
diff --git a/data/labels/53_4.png b/data/labels/53_4.png
new file mode 100644
index 0000000..94cd40a
Binary files /dev/null and b/data/labels/53_4.png differ
diff --git a/data/labels/53_5.png b/data/labels/53_5.png
new file mode 100644
index 0000000..749ee6b
Binary files /dev/null and b/data/labels/53_5.png differ
diff --git a/data/labels/53_6.png b/data/labels/53_6.png
new file mode 100644
index 0000000..20f52ad
Binary files /dev/null and b/data/labels/53_6.png differ
diff --git a/data/labels/53_7.png b/data/labels/53_7.png
new file mode 100644
index 0000000..68e0da3
Binary files /dev/null and b/data/labels/53_7.png differ
diff --git a/data/labels/54_0.png b/data/labels/54_0.png
new file mode 100644
index 0000000..50a8b3a
Binary files /dev/null and b/data/labels/54_0.png differ
diff --git a/data/labels/54_1.png b/data/labels/54_1.png
new file mode 100644
index 0000000..6710d99
Binary files /dev/null and b/data/labels/54_1.png differ
diff --git a/data/labels/54_2.png b/data/labels/54_2.png
new file mode 100644
index 0000000..d478fd2
Binary files /dev/null and b/data/labels/54_2.png differ
diff --git a/data/labels/54_3.png b/data/labels/54_3.png
new file mode 100644
index 0000000..8f2314c
Binary files /dev/null and b/data/labels/54_3.png differ
diff --git a/data/labels/54_4.png b/data/labels/54_4.png
new file mode 100644
index 0000000..1781c2c
Binary files /dev/null and b/data/labels/54_4.png differ
diff --git a/data/labels/54_5.png b/data/labels/54_5.png
new file mode 100644
index 0000000..f6205cd
Binary files /dev/null and b/data/labels/54_5.png differ
diff --git a/data/labels/54_6.png b/data/labels/54_6.png
new file mode 100644
index 0000000..6f54675
Binary files /dev/null and b/data/labels/54_6.png differ
diff --git a/data/labels/54_7.png b/data/labels/54_7.png
new file mode 100644
index 0000000..0776a3d
Binary files /dev/null and b/data/labels/54_7.png differ
diff --git a/data/labels/55_0.png b/data/labels/55_0.png
new file mode 100644
index 0000000..7f22915
Binary files /dev/null and b/data/labels/55_0.png differ
diff --git a/data/labels/55_1.png b/data/labels/55_1.png
new file mode 100644
index 0000000..f09fda2
Binary files /dev/null and b/data/labels/55_1.png differ
diff --git a/data/labels/55_2.png b/data/labels/55_2.png
new file mode 100644
index 0000000..8656a67
Binary files /dev/null and b/data/labels/55_2.png differ
diff --git a/data/labels/55_3.png b/data/labels/55_3.png
new file mode 100644
index 0000000..e566dbc
Binary files /dev/null and b/data/labels/55_3.png differ
diff --git a/data/labels/55_4.png b/data/labels/55_4.png
new file mode 100644
index 0000000..1f57cfb
Binary files /dev/null and b/data/labels/55_4.png differ
diff --git a/data/labels/55_5.png b/data/labels/55_5.png
new file mode 100644
index 0000000..9960758
Binary files /dev/null and b/data/labels/55_5.png differ
diff --git a/data/labels/55_6.png b/data/labels/55_6.png
new file mode 100644
index 0000000..1d7eb40
Binary files /dev/null and b/data/labels/55_6.png differ
diff --git a/data/labels/55_7.png b/data/labels/55_7.png
new file mode 100644
index 0000000..72e02e7
Binary files /dev/null and b/data/labels/55_7.png differ
diff --git a/data/labels/56_0.png b/data/labels/56_0.png
new file mode 100644
index 0000000..7a7a0f0
Binary files /dev/null and b/data/labels/56_0.png differ
diff --git a/data/labels/56_1.png b/data/labels/56_1.png
new file mode 100644
index 0000000..d7c93a7
Binary files /dev/null and b/data/labels/56_1.png differ
diff --git a/data/labels/56_2.png b/data/labels/56_2.png
new file mode 100644
index 0000000..e4f9e0f
Binary files /dev/null and b/data/labels/56_2.png differ
diff --git a/data/labels/56_3.png b/data/labels/56_3.png
new file mode 100644
index 0000000..4924ceb
Binary files /dev/null and b/data/labels/56_3.png differ
diff --git a/data/labels/56_4.png b/data/labels/56_4.png
new file mode 100644
index 0000000..5e57bcc
Binary files /dev/null and b/data/labels/56_4.png differ
diff --git a/data/labels/56_5.png b/data/labels/56_5.png
new file mode 100644
index 0000000..e3986c2
Binary files /dev/null and b/data/labels/56_5.png differ
diff --git a/data/labels/56_6.png b/data/labels/56_6.png
new file mode 100644
index 0000000..c54c269
Binary files /dev/null and b/data/labels/56_6.png differ
diff --git a/data/labels/56_7.png b/data/labels/56_7.png
new file mode 100644
index 0000000..a1ef26a
Binary files /dev/null and b/data/labels/56_7.png differ
diff --git a/data/labels/57_0.png b/data/labels/57_0.png
new file mode 100644
index 0000000..d415b4a
Binary files /dev/null and b/data/labels/57_0.png differ
diff --git a/data/labels/57_1.png b/data/labels/57_1.png
new file mode 100644
index 0000000..e97bce6
Binary files /dev/null and b/data/labels/57_1.png differ
diff --git a/data/labels/57_2.png b/data/labels/57_2.png
new file mode 100644
index 0000000..ce7f0b9
Binary files /dev/null and b/data/labels/57_2.png differ
diff --git a/data/labels/57_3.png b/data/labels/57_3.png
new file mode 100644
index 0000000..e5dbec3
Binary files /dev/null and b/data/labels/57_3.png differ
diff --git a/data/labels/57_4.png b/data/labels/57_4.png
new file mode 100644
index 0000000..366a8a9
Binary files /dev/null and b/data/labels/57_4.png differ
diff --git a/data/labels/57_5.png b/data/labels/57_5.png
new file mode 100644
index 0000000..faf5b93
Binary files /dev/null and b/data/labels/57_5.png differ
diff --git a/data/labels/57_6.png b/data/labels/57_6.png
new file mode 100644
index 0000000..7333a05
Binary files /dev/null and b/data/labels/57_6.png differ
diff --git a/data/labels/57_7.png b/data/labels/57_7.png
new file mode 100644
index 0000000..8f149ed
Binary files /dev/null and b/data/labels/57_7.png differ
diff --git a/data/labels/58_0.png b/data/labels/58_0.png
new file mode 100644
index 0000000..e1be4cd
Binary files /dev/null and b/data/labels/58_0.png differ
diff --git a/data/labels/58_1.png b/data/labels/58_1.png
new file mode 100644
index 0000000..f5d13c4
Binary files /dev/null and b/data/labels/58_1.png differ
diff --git a/data/labels/58_2.png b/data/labels/58_2.png
new file mode 100644
index 0000000..798374a
Binary files /dev/null and b/data/labels/58_2.png differ
diff --git a/data/labels/58_3.png b/data/labels/58_3.png
new file mode 100644
index 0000000..74946bf
Binary files /dev/null and b/data/labels/58_3.png differ
diff --git a/data/labels/58_4.png b/data/labels/58_4.png
new file mode 100644
index 0000000..f5fafe6
Binary files /dev/null and b/data/labels/58_4.png differ
diff --git a/data/labels/58_5.png b/data/labels/58_5.png
new file mode 100644
index 0000000..51186bb
Binary files /dev/null and b/data/labels/58_5.png differ
diff --git a/data/labels/58_6.png b/data/labels/58_6.png
new file mode 100644
index 0000000..f53d1fa
Binary files /dev/null and b/data/labels/58_6.png differ
diff --git a/data/labels/58_7.png b/data/labels/58_7.png
new file mode 100644
index 0000000..94feac8
Binary files /dev/null and b/data/labels/58_7.png differ
diff --git a/data/labels/59_0.png b/data/labels/59_0.png
new file mode 100644
index 0000000..94855a9
Binary files /dev/null and b/data/labels/59_0.png differ
diff --git a/data/labels/59_1.png b/data/labels/59_1.png
new file mode 100644
index 0000000..f037779
Binary files /dev/null and b/data/labels/59_1.png differ
diff --git a/data/labels/59_2.png b/data/labels/59_2.png
new file mode 100644
index 0000000..cdffd43
Binary files /dev/null and b/data/labels/59_2.png differ
diff --git a/data/labels/59_3.png b/data/labels/59_3.png
new file mode 100644
index 0000000..d6f497e
Binary files /dev/null and b/data/labels/59_3.png differ
diff --git a/data/labels/59_4.png b/data/labels/59_4.png
new file mode 100644
index 0000000..fc6b661
Binary files /dev/null and b/data/labels/59_4.png differ
diff --git a/data/labels/59_5.png b/data/labels/59_5.png
new file mode 100644
index 0000000..667b789
Binary files /dev/null and b/data/labels/59_5.png differ
diff --git a/data/labels/59_6.png b/data/labels/59_6.png
new file mode 100644
index 0000000..92c7766
Binary files /dev/null and b/data/labels/59_6.png differ
diff --git a/data/labels/59_7.png b/data/labels/59_7.png
new file mode 100644
index 0000000..663516a
Binary files /dev/null and b/data/labels/59_7.png differ
diff --git a/data/labels/60_0.png b/data/labels/60_0.png
new file mode 100644
index 0000000..f4c7f04
Binary files /dev/null and b/data/labels/60_0.png differ
diff --git a/data/labels/60_1.png b/data/labels/60_1.png
new file mode 100644
index 0000000..beacb57
Binary files /dev/null and b/data/labels/60_1.png differ
diff --git a/data/labels/60_2.png b/data/labels/60_2.png
new file mode 100644
index 0000000..1c8b28f
Binary files /dev/null and b/data/labels/60_2.png differ
diff --git a/data/labels/60_3.png b/data/labels/60_3.png
new file mode 100644
index 0000000..1e1f0e9
Binary files /dev/null and b/data/labels/60_3.png differ
diff --git a/data/labels/60_4.png b/data/labels/60_4.png
new file mode 100644
index 0000000..f0c418e
Binary files /dev/null and b/data/labels/60_4.png differ
diff --git a/data/labels/60_5.png b/data/labels/60_5.png
new file mode 100644
index 0000000..43fc168
Binary files /dev/null and b/data/labels/60_5.png differ
diff --git a/data/labels/60_6.png b/data/labels/60_6.png
new file mode 100644
index 0000000..8f77db6
Binary files /dev/null and b/data/labels/60_6.png differ
diff --git a/data/labels/60_7.png b/data/labels/60_7.png
new file mode 100644
index 0000000..b090254
Binary files /dev/null and b/data/labels/60_7.png differ
diff --git a/data/labels/61_0.png b/data/labels/61_0.png
new file mode 100644
index 0000000..58c6656
Binary files /dev/null and b/data/labels/61_0.png differ
diff --git a/data/labels/61_1.png b/data/labels/61_1.png
new file mode 100644
index 0000000..2b1fb31
Binary files /dev/null and b/data/labels/61_1.png differ
diff --git a/data/labels/61_2.png b/data/labels/61_2.png
new file mode 100644
index 0000000..c8307d6
Binary files /dev/null and b/data/labels/61_2.png differ
diff --git a/data/labels/61_3.png b/data/labels/61_3.png
new file mode 100644
index 0000000..427b251
Binary files /dev/null and b/data/labels/61_3.png differ
diff --git a/data/labels/61_4.png b/data/labels/61_4.png
new file mode 100644
index 0000000..d3b523e
Binary files /dev/null and b/data/labels/61_4.png differ
diff --git a/data/labels/61_5.png b/data/labels/61_5.png
new file mode 100644
index 0000000..8c6f0ec
Binary files /dev/null and b/data/labels/61_5.png differ
diff --git a/data/labels/61_6.png b/data/labels/61_6.png
new file mode 100644
index 0000000..5ffbf2b
Binary files /dev/null and b/data/labels/61_6.png differ
diff --git a/data/labels/61_7.png b/data/labels/61_7.png
new file mode 100644
index 0000000..0c92705
Binary files /dev/null and b/data/labels/61_7.png differ
diff --git a/data/labels/62_0.png b/data/labels/62_0.png
new file mode 100644
index 0000000..34de743
Binary files /dev/null and b/data/labels/62_0.png differ
diff --git a/data/labels/62_1.png b/data/labels/62_1.png
new file mode 100644
index 0000000..ff100fb
Binary files /dev/null and b/data/labels/62_1.png differ
diff --git a/data/labels/62_2.png b/data/labels/62_2.png
new file mode 100644
index 0000000..0629c6e
Binary files /dev/null and b/data/labels/62_2.png differ
diff --git a/data/labels/62_3.png b/data/labels/62_3.png
new file mode 100644
index 0000000..1e3380b
Binary files /dev/null and b/data/labels/62_3.png differ
diff --git a/data/labels/62_4.png b/data/labels/62_4.png
new file mode 100644
index 0000000..26712c2
Binary files /dev/null and b/data/labels/62_4.png differ
diff --git a/data/labels/62_5.png b/data/labels/62_5.png
new file mode 100644
index 0000000..ab4a29d
Binary files /dev/null and b/data/labels/62_5.png differ
diff --git a/data/labels/62_6.png b/data/labels/62_6.png
new file mode 100644
index 0000000..af9ce80
Binary files /dev/null and b/data/labels/62_6.png differ
diff --git a/data/labels/62_7.png b/data/labels/62_7.png
new file mode 100644
index 0000000..71812d3
Binary files /dev/null and b/data/labels/62_7.png differ
diff --git a/data/labels/63_0.png b/data/labels/63_0.png
new file mode 100644
index 0000000..6e881f7
Binary files /dev/null and b/data/labels/63_0.png differ
diff --git a/data/labels/63_1.png b/data/labels/63_1.png
new file mode 100644
index 0000000..5db2a8c
Binary files /dev/null and b/data/labels/63_1.png differ
diff --git a/data/labels/63_2.png b/data/labels/63_2.png
new file mode 100644
index 0000000..29c5fdc
Binary files /dev/null and b/data/labels/63_2.png differ
diff --git a/data/labels/63_3.png b/data/labels/63_3.png
new file mode 100644
index 0000000..091be7a
Binary files /dev/null and b/data/labels/63_3.png differ
diff --git a/data/labels/63_4.png b/data/labels/63_4.png
new file mode 100644
index 0000000..f2d0612
Binary files /dev/null and b/data/labels/63_4.png differ
diff --git a/data/labels/63_5.png b/data/labels/63_5.png
new file mode 100644
index 0000000..699d3db
Binary files /dev/null and b/data/labels/63_5.png differ
diff --git a/data/labels/63_6.png b/data/labels/63_6.png
new file mode 100644
index 0000000..fcb0ef7
Binary files /dev/null and b/data/labels/63_6.png differ
diff --git a/data/labels/63_7.png b/data/labels/63_7.png
new file mode 100644
index 0000000..5c6d88b
Binary files /dev/null and b/data/labels/63_7.png differ
diff --git a/data/labels/64_0.png b/data/labels/64_0.png
new file mode 100644
index 0000000..a3f04c7
Binary files /dev/null and b/data/labels/64_0.png differ
diff --git a/data/labels/64_1.png b/data/labels/64_1.png
new file mode 100644
index 0000000..6d3e8a2
Binary files /dev/null and b/data/labels/64_1.png differ
diff --git a/data/labels/64_2.png b/data/labels/64_2.png
new file mode 100644
index 0000000..e1f12ec
Binary files /dev/null and b/data/labels/64_2.png differ
diff --git a/data/labels/64_3.png b/data/labels/64_3.png
new file mode 100644
index 0000000..e0e483a
Binary files /dev/null and b/data/labels/64_3.png differ
diff --git a/data/labels/64_4.png b/data/labels/64_4.png
new file mode 100644
index 0000000..85a0387
Binary files /dev/null and b/data/labels/64_4.png differ
diff --git a/data/labels/64_5.png b/data/labels/64_5.png
new file mode 100644
index 0000000..53487bf
Binary files /dev/null and b/data/labels/64_5.png differ
diff --git a/data/labels/64_6.png b/data/labels/64_6.png
new file mode 100644
index 0000000..77459eb
Binary files /dev/null and b/data/labels/64_6.png differ
diff --git a/data/labels/64_7.png b/data/labels/64_7.png
new file mode 100644
index 0000000..21733de
Binary files /dev/null and b/data/labels/64_7.png differ
diff --git a/data/labels/65_0.png b/data/labels/65_0.png
new file mode 100644
index 0000000..37a4315
Binary files /dev/null and b/data/labels/65_0.png differ
diff --git a/data/labels/65_1.png b/data/labels/65_1.png
new file mode 100644
index 0000000..02a6d35
Binary files /dev/null and b/data/labels/65_1.png differ
diff --git a/data/labels/65_2.png b/data/labels/65_2.png
new file mode 100644
index 0000000..384b536
Binary files /dev/null and b/data/labels/65_2.png differ
diff --git a/data/labels/65_3.png b/data/labels/65_3.png
new file mode 100644
index 0000000..087d833
Binary files /dev/null and b/data/labels/65_3.png differ
diff --git a/data/labels/65_4.png b/data/labels/65_4.png
new file mode 100644
index 0000000..c94e805
Binary files /dev/null and b/data/labels/65_4.png differ
diff --git a/data/labels/65_5.png b/data/labels/65_5.png
new file mode 100644
index 0000000..07e6bec
Binary files /dev/null and b/data/labels/65_5.png differ
diff --git a/data/labels/65_6.png b/data/labels/65_6.png
new file mode 100644
index 0000000..850faa4
Binary files /dev/null and b/data/labels/65_6.png differ
diff --git a/data/labels/65_7.png b/data/labels/65_7.png
new file mode 100644
index 0000000..dc014c9
Binary files /dev/null and b/data/labels/65_7.png differ
diff --git a/data/labels/66_0.png b/data/labels/66_0.png
new file mode 100644
index 0000000..77a3191
Binary files /dev/null and b/data/labels/66_0.png differ
diff --git a/data/labels/66_1.png b/data/labels/66_1.png
new file mode 100644
index 0000000..903e340
Binary files /dev/null and b/data/labels/66_1.png differ
diff --git a/data/labels/66_2.png b/data/labels/66_2.png
new file mode 100644
index 0000000..74f7a9a
Binary files /dev/null and b/data/labels/66_2.png differ
diff --git a/data/labels/66_3.png b/data/labels/66_3.png
new file mode 100644
index 0000000..0e500df
Binary files /dev/null and b/data/labels/66_3.png differ
diff --git a/data/labels/66_4.png b/data/labels/66_4.png
new file mode 100644
index 0000000..beb6424
Binary files /dev/null and b/data/labels/66_4.png differ
diff --git a/data/labels/66_5.png b/data/labels/66_5.png
new file mode 100644
index 0000000..138fbe2
Binary files /dev/null and b/data/labels/66_5.png differ
diff --git a/data/labels/66_6.png b/data/labels/66_6.png
new file mode 100644
index 0000000..8c5a92a
Binary files /dev/null and b/data/labels/66_6.png differ
diff --git a/data/labels/66_7.png b/data/labels/66_7.png
new file mode 100644
index 0000000..4b90604
Binary files /dev/null and b/data/labels/66_7.png differ
diff --git a/data/labels/67_0.png b/data/labels/67_0.png
new file mode 100644
index 0000000..ee2899b
Binary files /dev/null and b/data/labels/67_0.png differ
diff --git a/data/labels/67_1.png b/data/labels/67_1.png
new file mode 100644
index 0000000..f5014af
Binary files /dev/null and b/data/labels/67_1.png differ
diff --git a/data/labels/67_2.png b/data/labels/67_2.png
new file mode 100644
index 0000000..b1ffbc4
Binary files /dev/null and b/data/labels/67_2.png differ
diff --git a/data/labels/67_3.png b/data/labels/67_3.png
new file mode 100644
index 0000000..f3f2f4c
Binary files /dev/null and b/data/labels/67_3.png differ
diff --git a/data/labels/67_4.png b/data/labels/67_4.png
new file mode 100644
index 0000000..95bd4e3
Binary files /dev/null and b/data/labels/67_4.png differ
diff --git a/data/labels/67_5.png b/data/labels/67_5.png
new file mode 100644
index 0000000..d36efeb
Binary files /dev/null and b/data/labels/67_5.png differ
diff --git a/data/labels/67_6.png b/data/labels/67_6.png
new file mode 100644
index 0000000..ab31c8c
Binary files /dev/null and b/data/labels/67_6.png differ
diff --git a/data/labels/67_7.png b/data/labels/67_7.png
new file mode 100644
index 0000000..e930c3f
Binary files /dev/null and b/data/labels/67_7.png differ
diff --git a/data/labels/68_0.png b/data/labels/68_0.png
new file mode 100644
index 0000000..73c9e43
Binary files /dev/null and b/data/labels/68_0.png differ
diff --git a/data/labels/68_1.png b/data/labels/68_1.png
new file mode 100644
index 0000000..4bd0fdb
Binary files /dev/null and b/data/labels/68_1.png differ
diff --git a/data/labels/68_2.png b/data/labels/68_2.png
new file mode 100644
index 0000000..610f97c
Binary files /dev/null and b/data/labels/68_2.png differ
diff --git a/data/labels/68_3.png b/data/labels/68_3.png
new file mode 100644
index 0000000..2b1349d
Binary files /dev/null and b/data/labels/68_3.png differ
diff --git a/data/labels/68_4.png b/data/labels/68_4.png
new file mode 100644
index 0000000..1130ceb
Binary files /dev/null and b/data/labels/68_4.png differ
diff --git a/data/labels/68_5.png b/data/labels/68_5.png
new file mode 100644
index 0000000..e253506
Binary files /dev/null and b/data/labels/68_5.png differ
diff --git a/data/labels/68_6.png b/data/labels/68_6.png
new file mode 100644
index 0000000..e9e2444
Binary files /dev/null and b/data/labels/68_6.png differ
diff --git a/data/labels/68_7.png b/data/labels/68_7.png
new file mode 100644
index 0000000..cd1f699
Binary files /dev/null and b/data/labels/68_7.png differ
diff --git a/data/labels/69_0.png b/data/labels/69_0.png
new file mode 100644
index 0000000..6edc216
Binary files /dev/null and b/data/labels/69_0.png differ
diff --git a/data/labels/69_1.png b/data/labels/69_1.png
new file mode 100644
index 0000000..68067d5
Binary files /dev/null and b/data/labels/69_1.png differ
diff --git a/data/labels/69_2.png b/data/labels/69_2.png
new file mode 100644
index 0000000..c0a2820
Binary files /dev/null and b/data/labels/69_2.png differ
diff --git a/data/labels/69_3.png b/data/labels/69_3.png
new file mode 100644
index 0000000..d5916e4
Binary files /dev/null and b/data/labels/69_3.png differ
diff --git a/data/labels/69_4.png b/data/labels/69_4.png
new file mode 100644
index 0000000..ea47f1e
Binary files /dev/null and b/data/labels/69_4.png differ
diff --git a/data/labels/69_5.png b/data/labels/69_5.png
new file mode 100644
index 0000000..8a80361
Binary files /dev/null and b/data/labels/69_5.png differ
diff --git a/data/labels/69_6.png b/data/labels/69_6.png
new file mode 100644
index 0000000..a4b6380
Binary files /dev/null and b/data/labels/69_6.png differ
diff --git a/data/labels/69_7.png b/data/labels/69_7.png
new file mode 100644
index 0000000..55c9206
Binary files /dev/null and b/data/labels/69_7.png differ
diff --git a/data/labels/70_0.png b/data/labels/70_0.png
new file mode 100644
index 0000000..40d5246
Binary files /dev/null and b/data/labels/70_0.png differ
diff --git a/data/labels/70_1.png b/data/labels/70_1.png
new file mode 100644
index 0000000..a0de529
Binary files /dev/null and b/data/labels/70_1.png differ
diff --git a/data/labels/70_2.png b/data/labels/70_2.png
new file mode 100644
index 0000000..fd869d7
Binary files /dev/null and b/data/labels/70_2.png differ
diff --git a/data/labels/70_3.png b/data/labels/70_3.png
new file mode 100644
index 0000000..f0fab22
Binary files /dev/null and b/data/labels/70_3.png differ
diff --git a/data/labels/70_4.png b/data/labels/70_4.png
new file mode 100644
index 0000000..d9178ba
Binary files /dev/null and b/data/labels/70_4.png differ
diff --git a/data/labels/70_5.png b/data/labels/70_5.png
new file mode 100644
index 0000000..3b4f9ba
Binary files /dev/null and b/data/labels/70_5.png differ
diff --git a/data/labels/70_6.png b/data/labels/70_6.png
new file mode 100644
index 0000000..31b4e42
Binary files /dev/null and b/data/labels/70_6.png differ
diff --git a/data/labels/70_7.png b/data/labels/70_7.png
new file mode 100644
index 0000000..42b72ba
Binary files /dev/null and b/data/labels/70_7.png differ
diff --git a/data/labels/71_0.png b/data/labels/71_0.png
new file mode 100644
index 0000000..ce1c5ca
Binary files /dev/null and b/data/labels/71_0.png differ
diff --git a/data/labels/71_1.png b/data/labels/71_1.png
new file mode 100644
index 0000000..3d90c85
Binary files /dev/null and b/data/labels/71_1.png differ
diff --git a/data/labels/71_2.png b/data/labels/71_2.png
new file mode 100644
index 0000000..a557438
Binary files /dev/null and b/data/labels/71_2.png differ
diff --git a/data/labels/71_3.png b/data/labels/71_3.png
new file mode 100644
index 0000000..e47465c
Binary files /dev/null and b/data/labels/71_3.png differ
diff --git a/data/labels/71_4.png b/data/labels/71_4.png
new file mode 100644
index 0000000..5799187
Binary files /dev/null and b/data/labels/71_4.png differ
diff --git a/data/labels/71_5.png b/data/labels/71_5.png
new file mode 100644
index 0000000..2aeeddf
Binary files /dev/null and b/data/labels/71_5.png differ
diff --git a/data/labels/71_6.png b/data/labels/71_6.png
new file mode 100644
index 0000000..594879b
Binary files /dev/null and b/data/labels/71_6.png differ
diff --git a/data/labels/71_7.png b/data/labels/71_7.png
new file mode 100644
index 0000000..bdcae2d
Binary files /dev/null and b/data/labels/71_7.png differ
diff --git a/data/labels/72_0.png b/data/labels/72_0.png
new file mode 100644
index 0000000..4883dd0
Binary files /dev/null and b/data/labels/72_0.png differ
diff --git a/data/labels/72_1.png b/data/labels/72_1.png
new file mode 100644
index 0000000..6063a37
Binary files /dev/null and b/data/labels/72_1.png differ
diff --git a/data/labels/72_2.png b/data/labels/72_2.png
new file mode 100644
index 0000000..77993c4
Binary files /dev/null and b/data/labels/72_2.png differ
diff --git a/data/labels/72_3.png b/data/labels/72_3.png
new file mode 100644
index 0000000..52e0e81
Binary files /dev/null and b/data/labels/72_3.png differ
diff --git a/data/labels/72_4.png b/data/labels/72_4.png
new file mode 100644
index 0000000..037552d
Binary files /dev/null and b/data/labels/72_4.png differ
diff --git a/data/labels/72_5.png b/data/labels/72_5.png
new file mode 100644
index 0000000..36b65d5
Binary files /dev/null and b/data/labels/72_5.png differ
diff --git a/data/labels/72_6.png b/data/labels/72_6.png
new file mode 100644
index 0000000..6bcc965
Binary files /dev/null and b/data/labels/72_6.png differ
diff --git a/data/labels/72_7.png b/data/labels/72_7.png
new file mode 100644
index 0000000..296b14c
Binary files /dev/null and b/data/labels/72_7.png differ
diff --git a/data/labels/73_0.png b/data/labels/73_0.png
new file mode 100644
index 0000000..66ea7ce
Binary files /dev/null and b/data/labels/73_0.png differ
diff --git a/data/labels/73_1.png b/data/labels/73_1.png
new file mode 100644
index 0000000..347c0c0
Binary files /dev/null and b/data/labels/73_1.png differ
diff --git a/data/labels/73_2.png b/data/labels/73_2.png
new file mode 100644
index 0000000..b43f866
Binary files /dev/null and b/data/labels/73_2.png differ
diff --git a/data/labels/73_3.png b/data/labels/73_3.png
new file mode 100644
index 0000000..2f7a354
Binary files /dev/null and b/data/labels/73_3.png differ
diff --git a/data/labels/73_4.png b/data/labels/73_4.png
new file mode 100644
index 0000000..08b49f6
Binary files /dev/null and b/data/labels/73_4.png differ
diff --git a/data/labels/73_5.png b/data/labels/73_5.png
new file mode 100644
index 0000000..d66478f
Binary files /dev/null and b/data/labels/73_5.png differ
diff --git a/data/labels/73_6.png b/data/labels/73_6.png
new file mode 100644
index 0000000..48f693b
Binary files /dev/null and b/data/labels/73_6.png differ
diff --git a/data/labels/73_7.png b/data/labels/73_7.png
new file mode 100644
index 0000000..3693b88
Binary files /dev/null and b/data/labels/73_7.png differ
diff --git a/data/labels/74_0.png b/data/labels/74_0.png
new file mode 100644
index 0000000..353ad6a
Binary files /dev/null and b/data/labels/74_0.png differ
diff --git a/data/labels/74_1.png b/data/labels/74_1.png
new file mode 100644
index 0000000..c5517c5
Binary files /dev/null and b/data/labels/74_1.png differ
diff --git a/data/labels/74_2.png b/data/labels/74_2.png
new file mode 100644
index 0000000..a3622e1
Binary files /dev/null and b/data/labels/74_2.png differ
diff --git a/data/labels/74_3.png b/data/labels/74_3.png
new file mode 100644
index 0000000..552d5b5
Binary files /dev/null and b/data/labels/74_3.png differ
diff --git a/data/labels/74_4.png b/data/labels/74_4.png
new file mode 100644
index 0000000..dfec49d
Binary files /dev/null and b/data/labels/74_4.png differ
diff --git a/data/labels/74_5.png b/data/labels/74_5.png
new file mode 100644
index 0000000..e96e363
Binary files /dev/null and b/data/labels/74_5.png differ
diff --git a/data/labels/74_6.png b/data/labels/74_6.png
new file mode 100644
index 0000000..e961739
Binary files /dev/null and b/data/labels/74_6.png differ
diff --git a/data/labels/74_7.png b/data/labels/74_7.png
new file mode 100644
index 0000000..f36e1e6
Binary files /dev/null and b/data/labels/74_7.png differ
diff --git a/data/labels/75_0.png b/data/labels/75_0.png
new file mode 100644
index 0000000..c20b4ed
Binary files /dev/null and b/data/labels/75_0.png differ
diff --git a/data/labels/75_1.png b/data/labels/75_1.png
new file mode 100644
index 0000000..6455aea
Binary files /dev/null and b/data/labels/75_1.png differ
diff --git a/data/labels/75_2.png b/data/labels/75_2.png
new file mode 100644
index 0000000..57e8a1b
Binary files /dev/null and b/data/labels/75_2.png differ
diff --git a/data/labels/75_3.png b/data/labels/75_3.png
new file mode 100644
index 0000000..42ea905
Binary files /dev/null and b/data/labels/75_3.png differ
diff --git a/data/labels/75_4.png b/data/labels/75_4.png
new file mode 100644
index 0000000..6e893c2
Binary files /dev/null and b/data/labels/75_4.png differ
diff --git a/data/labels/75_5.png b/data/labels/75_5.png
new file mode 100644
index 0000000..4cc05eb
Binary files /dev/null and b/data/labels/75_5.png differ
diff --git a/data/labels/75_6.png b/data/labels/75_6.png
new file mode 100644
index 0000000..7112d26
Binary files /dev/null and b/data/labels/75_6.png differ
diff --git a/data/labels/75_7.png b/data/labels/75_7.png
new file mode 100644
index 0000000..4ac640f
Binary files /dev/null and b/data/labels/75_7.png differ
diff --git a/data/labels/76_0.png b/data/labels/76_0.png
new file mode 100644
index 0000000..2a577e4
Binary files /dev/null and b/data/labels/76_0.png differ
diff --git a/data/labels/76_1.png b/data/labels/76_1.png
new file mode 100644
index 0000000..3888294
Binary files /dev/null and b/data/labels/76_1.png differ
diff --git a/data/labels/76_2.png b/data/labels/76_2.png
new file mode 100644
index 0000000..712cbf6
Binary files /dev/null and b/data/labels/76_2.png differ
diff --git a/data/labels/76_3.png b/data/labels/76_3.png
new file mode 100644
index 0000000..2cb1e6d
Binary files /dev/null and b/data/labels/76_3.png differ
diff --git a/data/labels/76_4.png b/data/labels/76_4.png
new file mode 100644
index 0000000..8dfc42c
Binary files /dev/null and b/data/labels/76_4.png differ
diff --git a/data/labels/76_5.png b/data/labels/76_5.png
new file mode 100644
index 0000000..f7856d3
Binary files /dev/null and b/data/labels/76_5.png differ
diff --git a/data/labels/76_6.png b/data/labels/76_6.png
new file mode 100644
index 0000000..4e6f4c8
Binary files /dev/null and b/data/labels/76_6.png differ
diff --git a/data/labels/76_7.png b/data/labels/76_7.png
new file mode 100644
index 0000000..7eee18e
Binary files /dev/null and b/data/labels/76_7.png differ
diff --git a/data/labels/77_0.png b/data/labels/77_0.png
new file mode 100644
index 0000000..a4cb04f
Binary files /dev/null and b/data/labels/77_0.png differ
diff --git a/data/labels/77_1.png b/data/labels/77_1.png
new file mode 100644
index 0000000..05649da
Binary files /dev/null and b/data/labels/77_1.png differ
diff --git a/data/labels/77_2.png b/data/labels/77_2.png
new file mode 100644
index 0000000..b15f34c
Binary files /dev/null and b/data/labels/77_2.png differ
diff --git a/data/labels/77_3.png b/data/labels/77_3.png
new file mode 100644
index 0000000..857a130
Binary files /dev/null and b/data/labels/77_3.png differ
diff --git a/data/labels/77_4.png b/data/labels/77_4.png
new file mode 100644
index 0000000..bfea643
Binary files /dev/null and b/data/labels/77_4.png differ
diff --git a/data/labels/77_5.png b/data/labels/77_5.png
new file mode 100644
index 0000000..3e0a40f
Binary files /dev/null and b/data/labels/77_5.png differ
diff --git a/data/labels/77_6.png b/data/labels/77_6.png
new file mode 100644
index 0000000..be883b0
Binary files /dev/null and b/data/labels/77_6.png differ
diff --git a/data/labels/77_7.png b/data/labels/77_7.png
new file mode 100644
index 0000000..3d431c4
Binary files /dev/null and b/data/labels/77_7.png differ
diff --git a/data/labels/78_0.png b/data/labels/78_0.png
new file mode 100644
index 0000000..267f07a
Binary files /dev/null and b/data/labels/78_0.png differ
diff --git a/data/labels/78_1.png b/data/labels/78_1.png
new file mode 100644
index 0000000..5a2d11a
Binary files /dev/null and b/data/labels/78_1.png differ
diff --git a/data/labels/78_2.png b/data/labels/78_2.png
new file mode 100644
index 0000000..93c971f
Binary files /dev/null and b/data/labels/78_2.png differ
diff --git a/data/labels/78_3.png b/data/labels/78_3.png
new file mode 100644
index 0000000..77fcd71
Binary files /dev/null and b/data/labels/78_3.png differ
diff --git a/data/labels/78_4.png b/data/labels/78_4.png
new file mode 100644
index 0000000..d1a2dc3
Binary files /dev/null and b/data/labels/78_4.png differ
diff --git a/data/labels/78_5.png b/data/labels/78_5.png
new file mode 100644
index 0000000..846b491
Binary files /dev/null and b/data/labels/78_5.png differ
diff --git a/data/labels/78_6.png b/data/labels/78_6.png
new file mode 100644
index 0000000..0c49e0f
Binary files /dev/null and b/data/labels/78_6.png differ
diff --git a/data/labels/78_7.png b/data/labels/78_7.png
new file mode 100644
index 0000000..0b609e5
Binary files /dev/null and b/data/labels/78_7.png differ
diff --git a/data/labels/79_0.png b/data/labels/79_0.png
new file mode 100644
index 0000000..aa30de5
Binary files /dev/null and b/data/labels/79_0.png differ
diff --git a/data/labels/79_1.png b/data/labels/79_1.png
new file mode 100644
index 0000000..d85abc9
Binary files /dev/null and b/data/labels/79_1.png differ
diff --git a/data/labels/79_2.png b/data/labels/79_2.png
new file mode 100644
index 0000000..d2075d4
Binary files /dev/null and b/data/labels/79_2.png differ
diff --git a/data/labels/79_3.png b/data/labels/79_3.png
new file mode 100644
index 0000000..d612c42
Binary files /dev/null and b/data/labels/79_3.png differ
diff --git a/data/labels/79_4.png b/data/labels/79_4.png
new file mode 100644
index 0000000..4d30130
Binary files /dev/null and b/data/labels/79_4.png differ
diff --git a/data/labels/79_5.png b/data/labels/79_5.png
new file mode 100644
index 0000000..1817393
Binary files /dev/null and b/data/labels/79_5.png differ
diff --git a/data/labels/79_6.png b/data/labels/79_6.png
new file mode 100644
index 0000000..6168cba
Binary files /dev/null and b/data/labels/79_6.png differ
diff --git a/data/labels/79_7.png b/data/labels/79_7.png
new file mode 100644
index 0000000..505dc1b
Binary files /dev/null and b/data/labels/79_7.png differ
diff --git a/data/labels/80_0.png b/data/labels/80_0.png
new file mode 100644
index 0000000..ec6a748
Binary files /dev/null and b/data/labels/80_0.png differ
diff --git a/data/labels/80_1.png b/data/labels/80_1.png
new file mode 100644
index 0000000..8ca6255
Binary files /dev/null and b/data/labels/80_1.png differ
diff --git a/data/labels/80_2.png b/data/labels/80_2.png
new file mode 100644
index 0000000..8b68bc6
Binary files /dev/null and b/data/labels/80_2.png differ
diff --git a/data/labels/80_3.png b/data/labels/80_3.png
new file mode 100644
index 0000000..ed3baec
Binary files /dev/null and b/data/labels/80_3.png differ
diff --git a/data/labels/80_4.png b/data/labels/80_4.png
new file mode 100644
index 0000000..2cf806a
Binary files /dev/null and b/data/labels/80_4.png differ
diff --git a/data/labels/80_5.png b/data/labels/80_5.png
new file mode 100644
index 0000000..3eaa643
Binary files /dev/null and b/data/labels/80_5.png differ
diff --git a/data/labels/80_6.png b/data/labels/80_6.png
new file mode 100644
index 0000000..7172214
Binary files /dev/null and b/data/labels/80_6.png differ
diff --git a/data/labels/80_7.png b/data/labels/80_7.png
new file mode 100644
index 0000000..6ddf649
Binary files /dev/null and b/data/labels/80_7.png differ
diff --git a/data/labels/81_0.png b/data/labels/81_0.png
new file mode 100644
index 0000000..571feaa
Binary files /dev/null and b/data/labels/81_0.png differ
diff --git a/data/labels/81_1.png b/data/labels/81_1.png
new file mode 100644
index 0000000..653ab61
Binary files /dev/null and b/data/labels/81_1.png differ
diff --git a/data/labels/81_2.png b/data/labels/81_2.png
new file mode 100644
index 0000000..f05f3cc
Binary files /dev/null and b/data/labels/81_2.png differ
diff --git a/data/labels/81_3.png b/data/labels/81_3.png
new file mode 100644
index 0000000..cee479f
Binary files /dev/null and b/data/labels/81_3.png differ
diff --git a/data/labels/81_4.png b/data/labels/81_4.png
new file mode 100644
index 0000000..32ea541
Binary files /dev/null and b/data/labels/81_4.png differ
diff --git a/data/labels/81_5.png b/data/labels/81_5.png
new file mode 100644
index 0000000..434d794
Binary files /dev/null and b/data/labels/81_5.png differ
diff --git a/data/labels/81_6.png b/data/labels/81_6.png
new file mode 100644
index 0000000..8571448
Binary files /dev/null and b/data/labels/81_6.png differ
diff --git a/data/labels/81_7.png b/data/labels/81_7.png
new file mode 100644
index 0000000..29babf5
Binary files /dev/null and b/data/labels/81_7.png differ
diff --git a/data/labels/82_0.png b/data/labels/82_0.png
new file mode 100644
index 0000000..2888792
Binary files /dev/null and b/data/labels/82_0.png differ
diff --git a/data/labels/82_1.png b/data/labels/82_1.png
new file mode 100644
index 0000000..3a011b4
Binary files /dev/null and b/data/labels/82_1.png differ
diff --git a/data/labels/82_2.png b/data/labels/82_2.png
new file mode 100644
index 0000000..92b0823
Binary files /dev/null and b/data/labels/82_2.png differ
diff --git a/data/labels/82_3.png b/data/labels/82_3.png
new file mode 100644
index 0000000..54bb55a
Binary files /dev/null and b/data/labels/82_3.png differ
diff --git a/data/labels/82_4.png b/data/labels/82_4.png
new file mode 100644
index 0000000..2e3105f
Binary files /dev/null and b/data/labels/82_4.png differ
diff --git a/data/labels/82_5.png b/data/labels/82_5.png
new file mode 100644
index 0000000..ea7d9ba
Binary files /dev/null and b/data/labels/82_5.png differ
diff --git a/data/labels/82_6.png b/data/labels/82_6.png
new file mode 100644
index 0000000..ca3f863
Binary files /dev/null and b/data/labels/82_6.png differ
diff --git a/data/labels/82_7.png b/data/labels/82_7.png
new file mode 100644
index 0000000..01839cf
Binary files /dev/null and b/data/labels/82_7.png differ
diff --git a/data/labels/83_0.png b/data/labels/83_0.png
new file mode 100644
index 0000000..fe0ee51
Binary files /dev/null and b/data/labels/83_0.png differ
diff --git a/data/labels/83_1.png b/data/labels/83_1.png
new file mode 100644
index 0000000..1e96484
Binary files /dev/null and b/data/labels/83_1.png differ
diff --git a/data/labels/83_2.png b/data/labels/83_2.png
new file mode 100644
index 0000000..d4f3a6e
Binary files /dev/null and b/data/labels/83_2.png differ
diff --git a/data/labels/83_3.png b/data/labels/83_3.png
new file mode 100644
index 0000000..dfd1a52
Binary files /dev/null and b/data/labels/83_3.png differ
diff --git a/data/labels/83_4.png b/data/labels/83_4.png
new file mode 100644
index 0000000..8811f31
Binary files /dev/null and b/data/labels/83_4.png differ
diff --git a/data/labels/83_5.png b/data/labels/83_5.png
new file mode 100644
index 0000000..297eb1f
Binary files /dev/null and b/data/labels/83_5.png differ
diff --git a/data/labels/83_6.png b/data/labels/83_6.png
new file mode 100644
index 0000000..7d6e84e
Binary files /dev/null and b/data/labels/83_6.png differ
diff --git a/data/labels/83_7.png b/data/labels/83_7.png
new file mode 100644
index 0000000..eba2114
Binary files /dev/null and b/data/labels/83_7.png differ
diff --git a/data/labels/84_0.png b/data/labels/84_0.png
new file mode 100644
index 0000000..4277405
Binary files /dev/null and b/data/labels/84_0.png differ
diff --git a/data/labels/84_1.png b/data/labels/84_1.png
new file mode 100644
index 0000000..1397fa9
Binary files /dev/null and b/data/labels/84_1.png differ
diff --git a/data/labels/84_2.png b/data/labels/84_2.png
new file mode 100644
index 0000000..e7c6021
Binary files /dev/null and b/data/labels/84_2.png differ
diff --git a/data/labels/84_3.png b/data/labels/84_3.png
new file mode 100644
index 0000000..415c36a
Binary files /dev/null and b/data/labels/84_3.png differ
diff --git a/data/labels/84_4.png b/data/labels/84_4.png
new file mode 100644
index 0000000..e90c09b
Binary files /dev/null and b/data/labels/84_4.png differ
diff --git a/data/labels/84_5.png b/data/labels/84_5.png
new file mode 100644
index 0000000..353b423
Binary files /dev/null and b/data/labels/84_5.png differ
diff --git a/data/labels/84_6.png b/data/labels/84_6.png
new file mode 100644
index 0000000..8baf183
Binary files /dev/null and b/data/labels/84_6.png differ
diff --git a/data/labels/84_7.png b/data/labels/84_7.png
new file mode 100644
index 0000000..adaef2b
Binary files /dev/null and b/data/labels/84_7.png differ
diff --git a/data/labels/85_0.png b/data/labels/85_0.png
new file mode 100644
index 0000000..ed7d345
Binary files /dev/null and b/data/labels/85_0.png differ
diff --git a/data/labels/85_1.png b/data/labels/85_1.png
new file mode 100644
index 0000000..f3e6030
Binary files /dev/null and b/data/labels/85_1.png differ
diff --git a/data/labels/85_2.png b/data/labels/85_2.png
new file mode 100644
index 0000000..a134d9a
Binary files /dev/null and b/data/labels/85_2.png differ
diff --git a/data/labels/85_3.png b/data/labels/85_3.png
new file mode 100644
index 0000000..a084f8d
Binary files /dev/null and b/data/labels/85_3.png differ
diff --git a/data/labels/85_4.png b/data/labels/85_4.png
new file mode 100644
index 0000000..f071245
Binary files /dev/null and b/data/labels/85_4.png differ
diff --git a/data/labels/85_5.png b/data/labels/85_5.png
new file mode 100644
index 0000000..d2b9602
Binary files /dev/null and b/data/labels/85_5.png differ
diff --git a/data/labels/85_6.png b/data/labels/85_6.png
new file mode 100644
index 0000000..74bc692
Binary files /dev/null and b/data/labels/85_6.png differ
diff --git a/data/labels/85_7.png b/data/labels/85_7.png
new file mode 100644
index 0000000..e91ec33
Binary files /dev/null and b/data/labels/85_7.png differ
diff --git a/data/labels/86_0.png b/data/labels/86_0.png
new file mode 100644
index 0000000..5363f79
Binary files /dev/null and b/data/labels/86_0.png differ
diff --git a/data/labels/86_1.png b/data/labels/86_1.png
new file mode 100644
index 0000000..60a7e1b
Binary files /dev/null and b/data/labels/86_1.png differ
diff --git a/data/labels/86_2.png b/data/labels/86_2.png
new file mode 100644
index 0000000..40e1dc6
Binary files /dev/null and b/data/labels/86_2.png differ
diff --git a/data/labels/86_3.png b/data/labels/86_3.png
new file mode 100644
index 0000000..e30afb5
Binary files /dev/null and b/data/labels/86_3.png differ
diff --git a/data/labels/86_4.png b/data/labels/86_4.png
new file mode 100644
index 0000000..e49b5bd
Binary files /dev/null and b/data/labels/86_4.png differ
diff --git a/data/labels/86_5.png b/data/labels/86_5.png
new file mode 100644
index 0000000..6954ca7
Binary files /dev/null and b/data/labels/86_5.png differ
diff --git a/data/labels/86_6.png b/data/labels/86_6.png
new file mode 100644
index 0000000..763431e
Binary files /dev/null and b/data/labels/86_6.png differ
diff --git a/data/labels/86_7.png b/data/labels/86_7.png
new file mode 100644
index 0000000..5922399
Binary files /dev/null and b/data/labels/86_7.png differ
diff --git a/data/labels/87_0.png b/data/labels/87_0.png
new file mode 100644
index 0000000..6fd6160
Binary files /dev/null and b/data/labels/87_0.png differ
diff --git a/data/labels/87_1.png b/data/labels/87_1.png
new file mode 100644
index 0000000..25ca29f
Binary files /dev/null and b/data/labels/87_1.png differ
diff --git a/data/labels/87_2.png b/data/labels/87_2.png
new file mode 100644
index 0000000..6554cd5
Binary files /dev/null and b/data/labels/87_2.png differ
diff --git a/data/labels/87_3.png b/data/labels/87_3.png
new file mode 100644
index 0000000..4f7d348
Binary files /dev/null and b/data/labels/87_3.png differ
diff --git a/data/labels/87_4.png b/data/labels/87_4.png
new file mode 100644
index 0000000..0fb2613
Binary files /dev/null and b/data/labels/87_4.png differ
diff --git a/data/labels/87_5.png b/data/labels/87_5.png
new file mode 100644
index 0000000..aa3b57a
Binary files /dev/null and b/data/labels/87_5.png differ
diff --git a/data/labels/87_6.png b/data/labels/87_6.png
new file mode 100644
index 0000000..7b1e14a
Binary files /dev/null and b/data/labels/87_6.png differ
diff --git a/data/labels/87_7.png b/data/labels/87_7.png
new file mode 100644
index 0000000..051ec5a
Binary files /dev/null and b/data/labels/87_7.png differ
diff --git a/data/labels/88_0.png b/data/labels/88_0.png
new file mode 100644
index 0000000..5dcb4ae
Binary files /dev/null and b/data/labels/88_0.png differ
diff --git a/data/labels/88_1.png b/data/labels/88_1.png
new file mode 100644
index 0000000..10c96cd
Binary files /dev/null and b/data/labels/88_1.png differ
diff --git a/data/labels/88_2.png b/data/labels/88_2.png
new file mode 100644
index 0000000..7d1595a
Binary files /dev/null and b/data/labels/88_2.png differ
diff --git a/data/labels/88_3.png b/data/labels/88_3.png
new file mode 100644
index 0000000..4e5689b
Binary files /dev/null and b/data/labels/88_3.png differ
diff --git a/data/labels/88_4.png b/data/labels/88_4.png
new file mode 100644
index 0000000..25a624f
Binary files /dev/null and b/data/labels/88_4.png differ
diff --git a/data/labels/88_5.png b/data/labels/88_5.png
new file mode 100644
index 0000000..a7b010e
Binary files /dev/null and b/data/labels/88_5.png differ
diff --git a/data/labels/88_6.png b/data/labels/88_6.png
new file mode 100644
index 0000000..763a4f4
Binary files /dev/null and b/data/labels/88_6.png differ
diff --git a/data/labels/88_7.png b/data/labels/88_7.png
new file mode 100644
index 0000000..d7502d5
Binary files /dev/null and b/data/labels/88_7.png differ
diff --git a/data/labels/89_0.png b/data/labels/89_0.png
new file mode 100644
index 0000000..6b12f47
Binary files /dev/null and b/data/labels/89_0.png differ
diff --git a/data/labels/89_1.png b/data/labels/89_1.png
new file mode 100644
index 0000000..7440c29
Binary files /dev/null and b/data/labels/89_1.png differ
diff --git a/data/labels/89_2.png b/data/labels/89_2.png
new file mode 100644
index 0000000..a3b95df
Binary files /dev/null and b/data/labels/89_2.png differ
diff --git a/data/labels/89_3.png b/data/labels/89_3.png
new file mode 100644
index 0000000..eafe40c
Binary files /dev/null and b/data/labels/89_3.png differ
diff --git a/data/labels/89_4.png b/data/labels/89_4.png
new file mode 100644
index 0000000..1b05ad3
Binary files /dev/null and b/data/labels/89_4.png differ
diff --git a/data/labels/89_5.png b/data/labels/89_5.png
new file mode 100644
index 0000000..6946c16
Binary files /dev/null and b/data/labels/89_5.png differ
diff --git a/data/labels/89_6.png b/data/labels/89_6.png
new file mode 100644
index 0000000..5505478
Binary files /dev/null and b/data/labels/89_6.png differ
diff --git a/data/labels/89_7.png b/data/labels/89_7.png
new file mode 100644
index 0000000..e4103cc
Binary files /dev/null and b/data/labels/89_7.png differ
diff --git a/data/labels/90_0.png b/data/labels/90_0.png
new file mode 100644
index 0000000..2bab245
Binary files /dev/null and b/data/labels/90_0.png differ
diff --git a/data/labels/90_1.png b/data/labels/90_1.png
new file mode 100644
index 0000000..c6e042d
Binary files /dev/null and b/data/labels/90_1.png differ
diff --git a/data/labels/90_2.png b/data/labels/90_2.png
new file mode 100644
index 0000000..4385f54
Binary files /dev/null and b/data/labels/90_2.png differ
diff --git a/data/labels/90_3.png b/data/labels/90_3.png
new file mode 100644
index 0000000..41d527c
Binary files /dev/null and b/data/labels/90_3.png differ
diff --git a/data/labels/90_4.png b/data/labels/90_4.png
new file mode 100644
index 0000000..d8ad451
Binary files /dev/null and b/data/labels/90_4.png differ
diff --git a/data/labels/90_5.png b/data/labels/90_5.png
new file mode 100644
index 0000000..12f1f19
Binary files /dev/null and b/data/labels/90_5.png differ
diff --git a/data/labels/90_6.png b/data/labels/90_6.png
new file mode 100644
index 0000000..6174aab
Binary files /dev/null and b/data/labels/90_6.png differ
diff --git a/data/labels/90_7.png b/data/labels/90_7.png
new file mode 100644
index 0000000..d84cf3f
Binary files /dev/null and b/data/labels/90_7.png differ
diff --git a/data/labels/91_0.png b/data/labels/91_0.png
new file mode 100644
index 0000000..18130a7
Binary files /dev/null and b/data/labels/91_0.png differ
diff --git a/data/labels/91_1.png b/data/labels/91_1.png
new file mode 100644
index 0000000..87587fd
Binary files /dev/null and b/data/labels/91_1.png differ
diff --git a/data/labels/91_2.png b/data/labels/91_2.png
new file mode 100644
index 0000000..eaf100a
Binary files /dev/null and b/data/labels/91_2.png differ
diff --git a/data/labels/91_3.png b/data/labels/91_3.png
new file mode 100644
index 0000000..a052c5a
Binary files /dev/null and b/data/labels/91_3.png differ
diff --git a/data/labels/91_4.png b/data/labels/91_4.png
new file mode 100644
index 0000000..37631b3
Binary files /dev/null and b/data/labels/91_4.png differ
diff --git a/data/labels/91_5.png b/data/labels/91_5.png
new file mode 100644
index 0000000..7d8c98f
Binary files /dev/null and b/data/labels/91_5.png differ
diff --git a/data/labels/91_6.png b/data/labels/91_6.png
new file mode 100644
index 0000000..2db8ade
Binary files /dev/null and b/data/labels/91_6.png differ
diff --git a/data/labels/91_7.png b/data/labels/91_7.png
new file mode 100644
index 0000000..5b8f4ce
Binary files /dev/null and b/data/labels/91_7.png differ
diff --git a/data/labels/92_0.png b/data/labels/92_0.png
new file mode 100644
index 0000000..29ffdb9
Binary files /dev/null and b/data/labels/92_0.png differ
diff --git a/data/labels/92_1.png b/data/labels/92_1.png
new file mode 100644
index 0000000..febd094
Binary files /dev/null and b/data/labels/92_1.png differ
diff --git a/data/labels/92_2.png b/data/labels/92_2.png
new file mode 100644
index 0000000..115a58d
Binary files /dev/null and b/data/labels/92_2.png differ
diff --git a/data/labels/92_3.png b/data/labels/92_3.png
new file mode 100644
index 0000000..4c8a7f4
Binary files /dev/null and b/data/labels/92_3.png differ
diff --git a/data/labels/92_4.png b/data/labels/92_4.png
new file mode 100644
index 0000000..af121f7
Binary files /dev/null and b/data/labels/92_4.png differ
diff --git a/data/labels/92_5.png b/data/labels/92_5.png
new file mode 100644
index 0000000..206c412
Binary files /dev/null and b/data/labels/92_5.png differ
diff --git a/data/labels/92_6.png b/data/labels/92_6.png
new file mode 100644
index 0000000..1702278
Binary files /dev/null and b/data/labels/92_6.png differ
diff --git a/data/labels/92_7.png b/data/labels/92_7.png
new file mode 100644
index 0000000..6cffd34
Binary files /dev/null and b/data/labels/92_7.png differ
diff --git a/data/labels/93_0.png b/data/labels/93_0.png
new file mode 100644
index 0000000..337954b
Binary files /dev/null and b/data/labels/93_0.png differ
diff --git a/data/labels/93_1.png b/data/labels/93_1.png
new file mode 100644
index 0000000..28850bb
Binary files /dev/null and b/data/labels/93_1.png differ
diff --git a/data/labels/93_2.png b/data/labels/93_2.png
new file mode 100644
index 0000000..1526882
Binary files /dev/null and b/data/labels/93_2.png differ
diff --git a/data/labels/93_3.png b/data/labels/93_3.png
new file mode 100644
index 0000000..0047935
Binary files /dev/null and b/data/labels/93_3.png differ
diff --git a/data/labels/93_4.png b/data/labels/93_4.png
new file mode 100644
index 0000000..88a6546
Binary files /dev/null and b/data/labels/93_4.png differ
diff --git a/data/labels/93_5.png b/data/labels/93_5.png
new file mode 100644
index 0000000..0d5d0eb
Binary files /dev/null and b/data/labels/93_5.png differ
diff --git a/data/labels/93_6.png b/data/labels/93_6.png
new file mode 100644
index 0000000..9563571
Binary files /dev/null and b/data/labels/93_6.png differ
diff --git a/data/labels/93_7.png b/data/labels/93_7.png
new file mode 100644
index 0000000..e441eea
Binary files /dev/null and b/data/labels/93_7.png differ
diff --git a/data/labels/94_0.png b/data/labels/94_0.png
new file mode 100644
index 0000000..b6a6955
Binary files /dev/null and b/data/labels/94_0.png differ
diff --git a/data/labels/94_1.png b/data/labels/94_1.png
new file mode 100644
index 0000000..725b330
Binary files /dev/null and b/data/labels/94_1.png differ
diff --git a/data/labels/94_2.png b/data/labels/94_2.png
new file mode 100644
index 0000000..726df15
Binary files /dev/null and b/data/labels/94_2.png differ
diff --git a/data/labels/94_3.png b/data/labels/94_3.png
new file mode 100644
index 0000000..bb0c968
Binary files /dev/null and b/data/labels/94_3.png differ
diff --git a/data/labels/94_4.png b/data/labels/94_4.png
new file mode 100644
index 0000000..d1c6c0d
Binary files /dev/null and b/data/labels/94_4.png differ
diff --git a/data/labels/94_5.png b/data/labels/94_5.png
new file mode 100644
index 0000000..1a1aea8
Binary files /dev/null and b/data/labels/94_5.png differ
diff --git a/data/labels/94_6.png b/data/labels/94_6.png
new file mode 100644
index 0000000..b0276c2
Binary files /dev/null and b/data/labels/94_6.png differ
diff --git a/data/labels/94_7.png b/data/labels/94_7.png
new file mode 100644
index 0000000..87dc665
Binary files /dev/null and b/data/labels/94_7.png differ
diff --git a/data/labels/95_0.png b/data/labels/95_0.png
new file mode 100644
index 0000000..47304ef
Binary files /dev/null and b/data/labels/95_0.png differ
diff --git a/data/labels/95_1.png b/data/labels/95_1.png
new file mode 100644
index 0000000..03ffe7e
Binary files /dev/null and b/data/labels/95_1.png differ
diff --git a/data/labels/95_2.png b/data/labels/95_2.png
new file mode 100644
index 0000000..e3c76d1
Binary files /dev/null and b/data/labels/95_2.png differ
diff --git a/data/labels/95_3.png b/data/labels/95_3.png
new file mode 100644
index 0000000..c233671
Binary files /dev/null and b/data/labels/95_3.png differ
diff --git a/data/labels/95_4.png b/data/labels/95_4.png
new file mode 100644
index 0000000..bc17411
Binary files /dev/null and b/data/labels/95_4.png differ
diff --git a/data/labels/95_5.png b/data/labels/95_5.png
new file mode 100644
index 0000000..55720d2
Binary files /dev/null and b/data/labels/95_5.png differ
diff --git a/data/labels/95_6.png b/data/labels/95_6.png
new file mode 100644
index 0000000..3509869
Binary files /dev/null and b/data/labels/95_6.png differ
diff --git a/data/labels/95_7.png b/data/labels/95_7.png
new file mode 100644
index 0000000..f1c4455
Binary files /dev/null and b/data/labels/95_7.png differ
diff --git a/data/labels/96_0.png b/data/labels/96_0.png
new file mode 100644
index 0000000..9df4cc3
Binary files /dev/null and b/data/labels/96_0.png differ
diff --git a/data/labels/96_1.png b/data/labels/96_1.png
new file mode 100644
index 0000000..95b6961
Binary files /dev/null and b/data/labels/96_1.png differ
diff --git a/data/labels/96_2.png b/data/labels/96_2.png
new file mode 100644
index 0000000..69c8760
Binary files /dev/null and b/data/labels/96_2.png differ
diff --git a/data/labels/96_3.png b/data/labels/96_3.png
new file mode 100644
index 0000000..685e7ca
Binary files /dev/null and b/data/labels/96_3.png differ
diff --git a/data/labels/96_4.png b/data/labels/96_4.png
new file mode 100644
index 0000000..d0903d5
Binary files /dev/null and b/data/labels/96_4.png differ
diff --git a/data/labels/96_5.png b/data/labels/96_5.png
new file mode 100644
index 0000000..ed7a1b5
Binary files /dev/null and b/data/labels/96_5.png differ
diff --git a/data/labels/96_6.png b/data/labels/96_6.png
new file mode 100644
index 0000000..d331711
Binary files /dev/null and b/data/labels/96_6.png differ
diff --git a/data/labels/96_7.png b/data/labels/96_7.png
new file mode 100644
index 0000000..6bdc2d8
Binary files /dev/null and b/data/labels/96_7.png differ
diff --git a/data/labels/97_0.png b/data/labels/97_0.png
new file mode 100644
index 0000000..9b95637
Binary files /dev/null and b/data/labels/97_0.png differ
diff --git a/data/labels/97_1.png b/data/labels/97_1.png
new file mode 100644
index 0000000..99ec2c9
Binary files /dev/null and b/data/labels/97_1.png differ
diff --git a/data/labels/97_2.png b/data/labels/97_2.png
new file mode 100644
index 0000000..50b1c76
Binary files /dev/null and b/data/labels/97_2.png differ
diff --git a/data/labels/97_3.png b/data/labels/97_3.png
new file mode 100644
index 0000000..0ae62a4
Binary files /dev/null and b/data/labels/97_3.png differ
diff --git a/data/labels/97_4.png b/data/labels/97_4.png
new file mode 100644
index 0000000..ae0b785
Binary files /dev/null and b/data/labels/97_4.png differ
diff --git a/data/labels/97_5.png b/data/labels/97_5.png
new file mode 100644
index 0000000..0412da0
Binary files /dev/null and b/data/labels/97_5.png differ
diff --git a/data/labels/97_6.png b/data/labels/97_6.png
new file mode 100644
index 0000000..ed2fdf0
Binary files /dev/null and b/data/labels/97_6.png differ
diff --git a/data/labels/97_7.png b/data/labels/97_7.png
new file mode 100644
index 0000000..a6769c0
Binary files /dev/null and b/data/labels/97_7.png differ
diff --git a/data/labels/98_0.png b/data/labels/98_0.png
new file mode 100644
index 0000000..b882d46
Binary files /dev/null and b/data/labels/98_0.png differ
diff --git a/data/labels/98_1.png b/data/labels/98_1.png
new file mode 100644
index 0000000..11be9b8
Binary files /dev/null and b/data/labels/98_1.png differ
diff --git a/data/labels/98_2.png b/data/labels/98_2.png
new file mode 100644
index 0000000..0649543
Binary files /dev/null and b/data/labels/98_2.png differ
diff --git a/data/labels/98_3.png b/data/labels/98_3.png
new file mode 100644
index 0000000..366a7a0
Binary files /dev/null and b/data/labels/98_3.png differ
diff --git a/data/labels/98_4.png b/data/labels/98_4.png
new file mode 100644
index 0000000..a319f19
Binary files /dev/null and b/data/labels/98_4.png differ
diff --git a/data/labels/98_5.png b/data/labels/98_5.png
new file mode 100644
index 0000000..00bb1a2
Binary files /dev/null and b/data/labels/98_5.png differ
diff --git a/data/labels/98_6.png b/data/labels/98_6.png
new file mode 100644
index 0000000..ca6ab29
Binary files /dev/null and b/data/labels/98_6.png differ
diff --git a/data/labels/98_7.png b/data/labels/98_7.png
new file mode 100644
index 0000000..b5dc6ff
Binary files /dev/null and b/data/labels/98_7.png differ
diff --git a/data/labels/99_0.png b/data/labels/99_0.png
new file mode 100644
index 0000000..192267a
Binary files /dev/null and b/data/labels/99_0.png differ
diff --git a/data/labels/99_1.png b/data/labels/99_1.png
new file mode 100644
index 0000000..f2a8430
Binary files /dev/null and b/data/labels/99_1.png differ
diff --git a/data/labels/99_2.png b/data/labels/99_2.png
new file mode 100644
index 0000000..a769ba9
Binary files /dev/null and b/data/labels/99_2.png differ
diff --git a/data/labels/99_3.png b/data/labels/99_3.png
new file mode 100644
index 0000000..ef91e92
Binary files /dev/null and b/data/labels/99_3.png differ
diff --git a/data/labels/99_4.png b/data/labels/99_4.png
new file mode 100644
index 0000000..aa0f458
Binary files /dev/null and b/data/labels/99_4.png differ
diff --git a/data/labels/99_5.png b/data/labels/99_5.png
new file mode 100644
index 0000000..99e2084
Binary files /dev/null and b/data/labels/99_5.png differ
diff --git a/data/labels/99_6.png b/data/labels/99_6.png
new file mode 100644
index 0000000..b89650f
Binary files /dev/null and b/data/labels/99_6.png differ
diff --git a/data/labels/99_7.png b/data/labels/99_7.png
new file mode 100644
index 0000000..1576e84
Binary files /dev/null and b/data/labels/99_7.png differ
diff --git a/data/labels/make_labels.py b/data/labels/make_labels.py
index c8146f6..bf0e094 100644
--- a/data/labels/make_labels.py
+++ b/data/labels/make_labels.py
@@ -2,7 +2,7 @@
 import string
 import pipes
 
-font = 'futura-normal'
+font = 'Ubuntu'
 
 def make_labels(s):
     l = string.printable
diff --git a/data/wider_face.data b/data/wider_face.data
new file mode 100644
index 0000000..bc3a024
--- /dev/null
+++ b/data/wider_face.data
@@ -0,0 +1,5 @@
+classes = 1
+train = dataset/wider_face/data/WIDER_train/train.lst
+valid = dataset/wider_face/data/WIDER_val/val.lst
+names = data/wider_face.names
+backup = weights
\ No newline at end of file
diff --git a/data/wider_face.names b/data/wider_face.names
new file mode 100644
index 0000000..54429d9
--- /dev/null
+++ b/data/wider_face.names
@@ -0,0 +1 @@
+face
\ No newline at end of file
diff --git a/docs/Makefile b/docs/Makefile
new file mode 100644
index 0000000..d0c3cbf
--- /dev/null
+++ b/docs/Makefile
@@ -0,0 +1,20 @@
+# Minimal makefile for Sphinx documentation
+#
+
+# You can set these variables from the command line, and also
+# from the environment for the first two.
+SPHINXOPTS    ?=
+SPHINXBUILD   ?= sphinx-build
+SOURCEDIR     = source
+BUILDDIR      = build
+
+# Put it first so that "make" without argument is like "make help".
+help:
+	@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
+
+.PHONY: help Makefile
+
+# Catch-all target: route all unknown targets to Sphinx using the new
+# "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
+%: Makefile
+	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
diff --git a/docs/make.bat b/docs/make.bat
new file mode 100644
index 0000000..747ffb7
--- /dev/null
+++ b/docs/make.bat
@@ -0,0 +1,35 @@
+@ECHO OFF
+
+pushd %~dp0
+
+REM Command file for Sphinx documentation
+
+if "%SPHINXBUILD%" == "" (
+	set SPHINXBUILD=sphinx-build
+)
+set SOURCEDIR=source
+set BUILDDIR=build
+
+%SPHINXBUILD% >NUL 2>NUL
+if errorlevel 9009 (
+	echo.
+	echo.The 'sphinx-build' command was not found. Make sure you have Sphinx
+	echo.installed, then set the SPHINXBUILD environment variable to point
+	echo.to the full path of the 'sphinx-build' executable. Alternatively you
+	echo.may add the Sphinx directory to PATH.
+	echo.
+	echo.If you don't have Sphinx installed, grab it from
+	echo.https://www.sphinx-doc.org/
+	exit /b 1
+)
+
+if "%1" == "" goto help
+
+%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+goto end
+
+:help
+%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+
+:end
+popd
diff --git a/docs/requirements.txt b/docs/requirements.txt
new file mode 100644
index 0000000..52d8ed4
--- /dev/null
+++ b/docs/requirements.txt
@@ -0,0 +1,3 @@
+Sphinx==6.2.1
+sphinx-rtd-theme==1.2.2
+myst-parser==2.0.0
diff --git a/docs/source/conf.py b/docs/source/conf.py
new file mode 100644
index 0000000..9dae425
--- /dev/null
+++ b/docs/source/conf.py
@@ -0,0 +1,28 @@
+# Configuration file for the Sphinx documentation builder.
+#
+# For the full list of built-in configuration values, see the documentation:
+# https://www.sphinx-doc.org/en/master/usage/configuration.html
+
+# -- Project information -----------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#project-information
+
+project = 'lightnet'
+copyright = '2023, yunkai1841'
+author = 'yunkai1841'
+
+# -- General configuration ---------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration
+
+extensions = ['myst_parser', 'sphinx_rtd_theme']
+
+templates_path = ['_templates']
+exclude_patterns = []
+
+# language = 'ja'
+language = 'en'
+
+# -- Options for HTML output -------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output
+
+html_theme = 'sphinx_rtd_theme'
+html_static_path = ['_static']
diff --git a/docs/source/index.rst b/docs/source/index.rst
new file mode 100644
index 0000000..c1cdfc6
--- /dev/null
+++ b/docs/source/index.rst
@@ -0,0 +1,22 @@
+.. lightnet documentation master file, created by
+   sphinx-quickstart on Sat Jun 17 14:45:26 2023.
+   You can adapt this file completely to your liking, but it should at least
+   contain the root `toctree` directive.
+
+Welcome to lightnet's documentation!
+====================================
+
+.. toctree::
+   :maxdepth: 2
+   :caption: Contents:
+
+   installation
+   training
+
+
+Indices and tables
+==================
+
+* :ref:`genindex`
+* :ref:`modindex`
+* :ref:`search`
diff --git a/docs/source/installation.md b/docs/source/installation.md
new file mode 100644
index 0000000..62b1ea1
--- /dev/null
+++ b/docs/source/installation.md
@@ -0,0 +1,24 @@
+# Installation
+
+## Requirements
+
+Currently, NVIDIA GPUs are required to use this library.
+
+- NVIDIA driver, CUDA toolkit is required. Please refer to [NVIDIA CUDA Installation Guide](https://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html) for installation.
+- OpenCV is required for processing images.
+- SQLite3 is required for training logs.
+
+```bash
+sudo apt install libopencv-dev libsqlite3-dev
+```
+
+## Build
+
+```bash
+git clone https://github.com/yunkai1841/lightnet.git
+cd lightnet
+make -j 4
+```
+
+build artifact will be located at `./lightnet`
+
diff --git a/docs/source/training.md b/docs/source/training.md
new file mode 100644
index 0000000..c3b0f83
--- /dev/null
+++ b/docs/source/training.md
@@ -0,0 +1,148 @@
+# Training
+
+## Prepare the data
+
+### directory structure
+
+Your need to prepare training data and validation data in darknet format. The directory structure should be like this:
+
+```
+base_dir
+├── train
+│   ├── JPEGImages
+│   │   ├── 000001.jpg
+│   │   ├── 000002.jpg
+│   │   ├── 000003.jpg
+|   |   ...
+│   ├── labels
+│   │   ├── 000001.txt
+│   │   ├── 000002.txt
+│   │   ├── 000003.txt
+|   |   ...
+└── val
+    ├── JPEGImages
+    │   ├── 000001.jpg
+    │   ├── 000002.jpg
+    │   ├── 000003.jpg
+    |   ...
+    ├── labels
+    │   ├── 000001.txt
+    │   ├── 000002.txt
+    │   ├── 000003.txt
+    |   ...
+```
+
+All the images should be in `JPEGImages` directory, and all the labels should be in `labels` directory. The label file name should be the same as the image file name, except the extension name. For example, the label file for `000001.jpg` should be `000001.txt`.
+
+### label format
+
+The label format is the same as darknet. Each line in the label file represents a bounding box for the corresponding image. The format is:
+
+```shell
+<object-class> <x> <y> <width> <height>
+```
+
+- object-class: the class index of the object in the image, starts from 0
+- x, y: the center of the bounding box, normalized by the width and height of the image
+- width, height: the width and height of the bounding box, normalized by the width and height of the image
+- Note: the coordinates of the bounding box are normalized by the width and height of the image, so they should be in the range [0, 1]
+
+### convert to darknet format
+
+In many cases, the annotation of open dataset is not in darknet format. You can write a script to convert the dataset to darknet format.  
+*If there are bbox outside the image boundary, you need to handle it.*
+
+```python
+def convert_bbox(img_wh, bbox):
+    (width, height) = img_wh
+    (x, y, w, h) = bbox
+    # handle bbox outside the image boundary
+    if x < 0:
+        w += x
+        x = 0
+    if y < 0:
+        h += y
+        y = 0
+    if x + w > width:
+        w = width - x
+    if y + h > height:
+        h = height - y
+
+    x /= width
+    y /= height
+    w /= width
+    h /= height
+    x += w / 2
+    y += h / 2
+    return x, y, w, h
+
+def validate_bbox(bbox):
+    (x, y, w, h) = bbox
+    if w <= 0 or h <= 0:
+        return False
+    if x <= 0 or y <= 0:
+        return False
+    return True
+```
+
+### generate train.lst and val.lst
+
+After you prepare the data, you need to generate `train.lst` and `val.lst` for training and validation. Each line in the `train.lst` and `val.lst` represents an image. The format is:
+
+```shell
+<image-path> # full path is recommended
+<image-path>
+<image-path>
+...
+```
+
+You can use the following script to generate `train.lst` and `val.lst`:
+
+```shell
+base_dir=/path/to/your/data
+find $base_dir/train/JPEGImages -name "*.jpg" > $base_dir/train/train.lst
+find $base_dir/val/JPEGImages -name "*.jpg" > $base_dir/val/val.lst
+```
+
+### ~.names and ~.data
+
+~.names is the class name file, each line represents a class name. List all the class names from class 0. 
+
+~.data is the dataset config file, the format is:
+
+```shell
+classes = class_num
+train = /path/to/train.lst
+valid = /path/to/val.lst
+names = /path/to/~.names
+backup = /path/to/training/backup
+```
+
+Find example in `data/bdd100k.names` and `data/bdd100k.data`.
+
+
+## Config the training
+
+Write a config file for training. Find example in `cfg` dir.
+
+Read [darknet wiki](https://github.com/AlexeyAB/darknet/wiki) for more details.
+
+### cfg for custom dataset
+
+<!-- TODO -->
+Under construction...
+
+
+## Start training
+
+Train from scratch
+
+```shell
+./darknet detector train data/bdd100k.data cfg/yolov3-bdd100k.cfg -map -dont_show -clear
+```
+
+Resume training
+
+```shell
+./lightNet detector train data/bdd100k.data cfg/lightNet-BDD100K-1280x960.cfg lightNet-BDD100K-1280x960.weights -map -dont_show
+```
\ No newline at end of file
diff --git a/src/.#detector.c b/src/.#detector.c
deleted file mode 120000
index 8f95c52..0000000
--- a/src/.#detector.c
+++ /dev/null
@@ -1 +0,0 @@
-umedan@user01-System-Product-Name.263723:1678871480
\ No newline at end of file
diff --git a/src/.#route_layer.c b/src/.#route_layer.c
deleted file mode 120000
index b5e261d..0000000
--- a/src/.#route_layer.c
+++ /dev/null
@@ -1 +0,0 @@
-umedan@user01-System-Product-Name.1429171:1672891380
\ No newline at end of file
diff --git a/src/.editorconfig b/src/.editorconfig
deleted file mode 100644
index 2eb162b..0000000
--- a/src/.editorconfig
+++ /dev/null
@@ -1,8 +0,0 @@
-root=true
-
-[*]
-trim_trailing_whitespace = true
-indent_style = space
-indent_size = 4
-
-
diff --git a/src/csharp/CMakeLists.txt b/src/csharp/CMakeLists.txt
deleted file mode 100644
index 1b591a1..0000000
--- a/src/csharp/CMakeLists.txt
+++ /dev/null
@@ -1,19 +0,0 @@
-
-project(YoloCSharpWrapper LANGUAGES CSharp)
-include(CSharpUtilities)
-
-add_library(${PROJECT_NAME}
-  ${PROJECT_NAME}.cs
-)
-
-target_link_libraries(${PROJECT_NAME} PRIVATE dark)
-
-set_property(TARGET ${PROJECT_NAME} PROPERTY VS_DOTNET_REFERENCES
-  "System"
-  "System.Runtime.InteropServices"
-)
-
-install(TARGETS ${PROJECT_NAME}
-  RUNTIME DESTINATION "${INSTALL_BIN_DIR}"
-  COMPONENT dev
-)
diff --git a/src/csharp/YoloCSharpWrapper.cs b/src/csharp/YoloCSharpWrapper.cs
deleted file mode 100644
index 8fc8567..0000000
--- a/src/csharp/YoloCSharpWrapper.cs
+++ /dev/null
@@ -1,89 +0,0 @@
-using System;
-using System.Runtime.InteropServices;
-
-namespace Darknet
-{
-    public class YoloWrapper : IDisposable
-    {
-        private const string YoloLibraryName = "darknet.dll";
-        private const int MaxObjects = 1000;
-
-        [DllImport(YoloLibraryName, EntryPoint = "init")]
-        private static extern int InitializeYolo(string configurationFilename, string weightsFilename, int gpu, int batch_size);
-
-        [DllImport(YoloLibraryName, EntryPoint = "detect_image")]
-        private static extern int DetectImage(string filename, ref BboxContainer container);
-
-        [DllImport(YoloLibraryName, EntryPoint = "detect_mat")]
-        private static extern int DetectImage(IntPtr pArray, int nSize, ref BboxContainer container);
-
-        [DllImport(YoloLibraryName, EntryPoint = "dispose")]
-        private static extern int DisposeYolo();
-
-        [StructLayout(LayoutKind.Sequential)]
-        public struct bbox_t
-        {
-            public UInt32 x, y, w, h;    // (x,y) - top-left corner, (w, h) - width & height of bounded box
-            public float prob;           // confidence - probability that the object was found correctly
-            public UInt32 obj_id;        // class of object - from range [0, classes-1]
-            public UInt32 track_id;      // tracking id for video (0 - untracked, 1 - inf - tracked object)
-            public UInt32 frames_counter;
-            public float x_3d, y_3d, z_3d;  // 3-D coordinates, if there is used 3D-stereo camera
-        };
-
-        [StructLayout(LayoutKind.Sequential)]
-        public struct BboxContainer
-        {
-            [MarshalAs(UnmanagedType.ByValArray, SizeConst = MaxObjects)]
-            public bbox_t[] candidates;
-        }
-
-        public YoloWrapper(string configurationFilename, string weightsFilename, int gpu, int batch_size = 1)
-        {
-            InitializeYolo(configurationFilename, weightsFilename, gpu, batch_size);
-        }
-
-        public void Dispose()
-        {
-            DisposeYolo();
-        }
-
-        public bbox_t[] Detect(string filename)
-        {
-            var container = new BboxContainer();
-            var count = DetectImage(filename, ref container);
-
-            return container.candidates;
-        }
-
-        public bbox_t[] Detect(byte[] imageData)
-        {
-            var container = new BboxContainer();
-
-            var size = Marshal.SizeOf(imageData[0]) * imageData.Length;
-            var pnt = Marshal.AllocHGlobal(size);
-
-            try
-            {
-                // Copy the array to unmanaged memory.
-                Marshal.Copy(imageData, 0, pnt, imageData.Length);
-                var count = DetectImage(pnt, imageData.Length, ref container);
-                if (count == -1)
-                {
-                    throw new NotSupportedException($"{YoloLibraryName} has no OpenCV support");
-                }
-            }
-            catch (Exception exception)
-            {
-                return null;
-            }
-            finally
-            {
-                // Free the unmanaged memory.
-                Marshal.FreeHGlobal(pnt);
-            }
-
-            return container.candidates;
-        }
-    }
-}
diff --git a/src/detector.c b/src/detector.c
index 830a58c..b5455d7 100644
--- a/src/detector.c
+++ b/src/detector.c
@@ -193,7 +193,7 @@ void train_detector(char *datacfg, char *cfgfile, char *weightfile, int *gpus, i
     double time_remaining, avg_time = -1, alpha_time = 0.01;
 
     char db_name[4096];
-    sprintf(db_name, "%s/%s.db",backup_directory, base);
+    sprintf(db_name, "%s/%s.sqlite",backup_directory, base);
     sqlite3 *db = open_db(db_name);
     create_loss_table(db);
     create_eval_detection(db);    
@@ -977,7 +977,7 @@ float validate_detector_map(char *datacfg, char *cfgfile, char *weightfile, floa
     char *train_images = option_find_str(options, "train", "data/train.txt");
     list *plist_train = get_paths(train_images);
     int train_images_num = plist_train->size;        
-    sprintf(db_name, "%s/%s.db",backup_directory, base);
+    sprintf(db_name, "%s/%s.sqlite",backup_directory, base);
     if (!db) {
       db = open_db(db_name);      
     }
@@ -1482,7 +1482,7 @@ float validate_detector_per_image(char *datacfg, char *cfgfile, char *weightfile
     char *train_images = option_find_str(options, "train", "data/train.txt");
     list *plist_train = get_paths(train_images);
     int train_images_num = plist_train->size;        
-    sprintf(db_name, "%s/%s.db",backup_directory, base);
+    sprintf(db_name, "%s/%s.sqlite",backup_directory, base);
     if (!db) {
       db = open_db(db_name);      
     }
@@ -2511,7 +2511,7 @@ void calc_sensitivity(char *datacfg, char *cfgfile, char *weightfile, char *file
     network net = parse_network_cfg_custom(cfgfile, 1, 1); // set batch=1
     int i;
     char db_name[4096];
-    sprintf(db_name, "%s/%s_sensitivity_analysis.db", backup_directory, base);
+    sprintf(db_name, "%s/%s_sensitivity_analysis.sqlite", backup_directory, base);
     sqlite3 *db = open_db(db_name);
     create_eval_detection(db);        
 
@@ -2611,7 +2611,7 @@ void calibrate(char *datacfg, char *cfgfile, char *weightfile, float thresh_calc
     char *backup_directory = option_find_str(options, "backup", "/backup/");
     char *train_images = option_find_str(options, "train", "data/train.txt");
     list *plist_train = get_paths(train_images);
-    sprintf(db_name, "%s/%s.db",backup_directory, base);
+    sprintf(db_name, "%s/%s.sqlite",backup_directory, base);
     if (!db) {
       db = open_db(db_name);      
     }
diff --git a/src/regression.c b/src/regression.c
index db66d66..db00924 100644
--- a/src/regression.c
+++ b/src/regression.c
@@ -305,7 +305,7 @@ void train_regression(char *datacfg, char *cfgfile, char *weightfile, int *gpus,
     double time_remaining, avg_time = -1, alpha_time = 0.01;
 
     char db_name[4096];
-    sprintf(db_name, "%s/%s.db",backup_directory, base);
+    sprintf(db_name, "%s/%s.sqlite",backup_directory, base);
     sqlite3 *db = open_db(db_name);
     create_loss_table(db);
     create_eval_segmentation(db);
@@ -1039,7 +1039,7 @@ float validate_regression_iou(char *datacfg, char *cfgfile, char *weightfile, fl
     char *train_images = option_find_str(options, "train", "data/train.txt");
     list *plist_train = get_paths(train_images);
     int train_images_num = plist_train->size;        
-    sprintf(db_name, "%s/%s.db",backup_directory, base);
+    sprintf(db_name, "%s/%s.sqlite",backup_directory, base);
     int flg_open_db = false;
     if (!db) {
       flg_open_db = true;
@@ -1253,7 +1253,7 @@ float uncertain_regression_iou(char *datacfg, char *cfgfile, char *weightfile, f
     char *train_images = option_find_str(options, "train", "data/train.txt");
     list *plist_train = get_paths(train_images);
     int train_images_num = plist_train->size;        
-    sprintf(db_name, "%s/%s.db",backup_directory, base);
+    sprintf(db_name, "%s/%s.sqlite",backup_directory, base);
     int flg_open_db = false;
     if (!db) {
       flg_open_db = true;
diff --git a/src/segmenter.c b/src/segmenter.c
index d3b78ee..18345a6 100644
--- a/src/segmenter.c
+++ b/src/segmenter.c
@@ -319,7 +319,7 @@ void train_segmenter(char *datacfg, char *cfgfile, char *weightfile, int *gpus,
     double time_remaining, avg_time = -1, alpha_time = 0.01;
 
     char db_name[4096];
-    sprintf(db_name, "%s/%s.db",backup_directory, base);
+    sprintf(db_name, "%s/%s.sqlite",backup_directory, base);
     sqlite3 *db = open_db(db_name);
     create_loss_table(db);
     create_eval_segmentation(db);
@@ -1053,7 +1053,7 @@ float validate_segmenter_iou(char *datacfg, char *cfgfile, char *weightfile, flo
     char *train_images = option_find_str(options, "train", "data/train.txt");
     list *plist_train = get_paths(train_images);
     int train_images_num = plist_train->size;        
-    sprintf(db_name, "%s/%s.db",backup_directory, base);
+    sprintf(db_name, "%s/%s.sqlite",backup_directory, base);
     int flg_open_db = false;
     if (!db) {
       flg_open_db = true;
@@ -1267,7 +1267,7 @@ float uncertain_segmenter_iou(char *datacfg, char *cfgfile, char *weightfile, fl
     char *train_images = option_find_str(options, "train", "data/train.txt");
     list *plist_train = get_paths(train_images);
     int train_images_num = plist_train->size;        
-    sprintf(db_name, "%s/%s.db",backup_directory, base);
+    sprintf(db_name, "%s/%s.sqlite",backup_directory, base);
     int flg_open_db = false;
     if (!db) {
       flg_open_db = true;
diff --git a/src/version.h.in b/src/version.h.in
deleted file mode 100644
index e908119..0000000
--- a/src/version.h.in
+++ /dev/null
@@ -1,3 +0,0 @@
-#define MAJOR_VERSION @Darknet_MAJOR_VERSION@
-#define MINOR_VERSION @Darknet_MINOR_VERSION@
-#define PATCH_VERSION @Darknet_PATCH_VERSION@
diff --git a/weights/.gitkeep b/weights/.gitkeep
new file mode 100644
index 0000000..e69de29