diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..449e221
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,2 @@
+kaokore
+
diff --git a/code/dataloader_pytorch.py b/code/dataloader_pytorch.py
index dceea82..f35d36b 100755
--- a/code/dataloader_pytorch.py
+++ b/code/dataloader_pytorch.py
@@ -3,7 +3,6 @@
 import csv
 import os
 from PIL import Image
-import torch
 from torch.utils.data import Dataset
 
 
diff --git a/code/keras_classification_train.py b/code/keras_classification_train.py
index da985d3..46f8a6a 100755
--- a/code/keras_classification_train.py
+++ b/code/keras_classification_train.py
@@ -1,5 +1,4 @@
 import numpy as np
-import os
 import keras as k
 import lycon
 import pandas as pd
diff --git a/download.py b/download.py
index 082ff84..1b85b5e 100755
--- a/download.py
+++ b/download.py
@@ -1,9 +1,7 @@
 #!/usr/bin/env python3
 
 import argparse
-import glob
 import os
-import subprocess
 import sys
 from os.path import join, realpath, dirname
 import urllib.request
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..2c50b6b
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,7 @@
+pillow==7.0.*
+torch==1.4.*
+tqdm==4.43.*
+numpy==1.18.*
+pandas==1.0.*
+keras==2.3.*
+lycon==0.2.*