FPN + Resnet Backbone

The code is done in keras and is very easy for anyone to understand.

File Descriptions

resnet.py --> Was implemented as a part of assignment for the course mentioned ahead, has been modified for this project and returns us the output of each resnet stage. (adapted from Coursera CNN )

fpnOnRes.py --> takes the stages from the resnet.py and adds the fpn layer to it.

Resources

Deep Residual Learning for Image Recognition

Feature Pyramid Networks for Object Detection

Review: FPN - Feature Pyramid Network

Understanding Feature Pyramid Networks for object detection (FPN)