This is a repo of my "Handwritten digit detector" pet-project. It uses a YOLOv3 model trained from scratch and Streamlit for frontent. You can see the live version of the app here.

If you are interested in reading more about this project, here are some links:

• Project page on my personal website
• A dataset with the digits and bounding boxes on Kaggle
• Training code
• Blogpost on my personal website
• Blogpost on medium
• Russian blogpost on habr
• W&B report