I used keras-retinanet to fine tune a pretrained RetinaNet model on this dataset. It achieves an AP of 83% on test set with IoU Threshold of 0.3.
- Everything required by keras-retinanet
- TQDM
- imgaug
- sklearn
Winning solution for ESRI Data Science Challenge 2019 - Hacker Earth
Jupyter NotebookApache-2.0
I used keras-retinanet to fine tune a pretrained RetinaNet model on this dataset. It achieves an AP of 83% on test set with IoU Threshold of 0.3.