This is a PyTorch implementation of FasterRCNN using Resnet50 backbone. We will also leverage the pretrained model available in PyTorch. Additional reading: https://arxiv.org/abs/1506.01497

I will use the below in this project:

• Pretrained FasterRCNN from torchvision,
• Use of Albumentations
• Calculate Validation IOU
• Early Stopping
• Ensemble boxes using weighted box fusion
• Generate and view results on public test data set