The RetinaNet of orietned form. Deriectly treat the horizontal anchors as oriented anchors with 0 theta. Use OBBOverlaps to calculator IoU when assigning targets.
@inproceedings{lin2017focal,
title={Focal loss for dense object detection},
author={Lin, Tsung-Yi and Goyal, Priya and Girshick, Ross and He, Kaiming and Doll{\'a}r, Piotr},
booktitle={Proceedings of the IEEE international conference on computer vision},
year={2017}
}
| Backbone | Data | Lr schd | Ms | Rotate | box AP | Baidu Yun | Google Drive |
|---|---|---|---|---|---|---|---|
| R50-FPN | DOTA1.0 | 1x | - | - | 69.4 | key: wqrb | model |
| R50-FPN | DOTA1.0 | 2x | - | - | 72.7 | key: x41s | - |
| R101-FPN | DOTA1.0 | 1x | - | - | 70.6 | key: f5k6 | - |
| R101-FPN | DOTA1.0 | 2x | - | - | 73.7 | key: v8r9 | - |
| Backbone | Data | Lr schd | Ms | Rotate | box AP | Baidu Yun | Google Drive |
|---|---|---|---|---|---|---|---|
| R50-FPN | HRSC | 1x | - | - | 73.1 | key: y5j8 | - |
| R50-FPN | HRSC | 1x | - | - | 73.3 | key: aew1 | - |