ESRI Object Detection Challenge 2019

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. Link to Dataset

Requirements

• Everything required by keras-retinanet
• TQDM
• imgaug
• sklearn

Results