Polyp Detector using Detectron 2 from facebook AI research.
- Uses Faster RCNN with Feature Pyramid Network(FPN)
- Uses pretrained weights of ResNet-50 for faster training and better accuracy.
- mAP around 41 was achieved by training on reduced image size.
- In progress(tuning hyperparameters to reduce false polyp detection rate)
- Experiment with other data augmentation techniques to enhance accuracy.