Generating poorly written digits to prove humans' handwriting is still good!
Project Demo Page - Link
Details and description - Blog post
train_model.py - Train your own model from scratch.
model_class.py - AutoEncoder model
inference.ipynb - Jupyter notebook to generate output images and plot charts
experiments.ipynb - Jupyter notebook containing experimental code
For Streamlit app, checkout br_streamlit branch
git checkout br_streamlit
This project was build using these Requirements:
torch==1.7.0
pandas==1.2.4
numpy==1.19.4
streamlit==0.80.0
python-mnist