Fast RCNN comparatively improved speed a lot from RCNN but still its slow as selective search is used and it is run on cpu instead of GPU. To overcome this issue Faster RCNN came with RPN (Region Proposal Network) to decrease the inference time.
- Custom Dataset Class created
- utils added
- Model Script
- Dataloader
- Training
- Model Saving
- Inference
- Retraining Pipeline
- Training and Final testing
- Model Serving