tirtharajsinha/autoencoder_for_image_compression

Autoencoder for image compression

Autoencoder for image compression

Domain : medical image compression

project requirement

1. core Backend Language : python3.8
2. core Backend frameworks/packages : Tensorflow, Keras, scikit-learn , numpy, pandas, matplotlib, seaborn, opencv, pillow etc.
3. Tools | IDE - data science : Jupyter Notebook , Other : Pycharm | Text Editor : VS Code | online : kaggle, google colab
4. version control system : git | remote-repository-platform : github.com

requirements

before use the codes make sure requirements are installed in your workspace.
get requirements list

pip install -r requirements.txt

upstream the local repository with remote repository

git remote add upstream https://github.com/tirtharajsinha/Autoencoder_for_image_compression.git
git fetch upstream
git checkout main
git merge upstream/main

reset repo

git reset --hard origin/main

importent Links

1. kaggle - visit
2. google colab - visit
3. python.org - visit
4. pypi.org - visit
5. tensorflow.org - visit
6. opencv docs - visit
7. django docs - visit
8. pythonanywhere - visit

other notes

1. use it in virtual environment(anaconda/virtualenv) to get get rid of GPU related worning/error

By Tirtharaj Sinha(@tirtharajsinha)