Refactor, add docs, add cfgs

.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

.gitignore

@@ -3,14 +3,17 @@
 *.dSYM
 *.csv
 *.out
-*.png
 *.so
 *.exe
 *.dll
 *.lib
 *.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
@@ -53,15 +60,175 @@ Thumbs.db
 .vs/
 .vscode/
 
-# Managed by CMake
-#src/version.h
-
 # Build artifacts
 lib/
 share/
 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/

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!

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)

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.