- This project aim to reimplement SSD: Single Shot MultiBox Detector algorithm from scratch with pytorch and fastai library for study purpose
- Read Pascal VOC with FastAI DataBunch
- Create modified VGG architecture with pure Pytorch and Python code
- Write loss function with pure Pytorch and Python code
- Train with FastAI api
- Inferent pictures
- Non-Max Suppression
- mAP (mean Average Precision)
- Inferent with video
- Real time inference
- Clean code (Optional)
- Slow IOU calculation
- Slow inference