Keras RetinaNet adaptation for antarctic mesocyclones detection
Keras implementation of RetinaNet object detection forked from the original one (see link above) described in Focal Loss for Dense Object Detection by Tsung-Yi Lin, Priya Goyal, Ross Girshick, Kaiming He and Piotr Dollár.
This version was modified in order to fit the requirements of the problem:
- source data is stored in numpy arrays
- source data along with the labels were augmented in a particular way (see preprocessing repository here)
- satellite mosaics are too large, so cropping was involved at the preprocessing stage