测试程序运行
❯ python code/test.py100 轮测试,每轮随机生成 1 ~ 20 个随机框 bboxes1 和 bboxes2
生成框可视化如图(生成逻辑见代码不赘述了)
❯ python code/test.py # Tests IOU: 100 All tests equal: True # Tests GIOU: 100 All tests equal: True # Tests DIOU: 100 All tests equal: True # Tests CIOU: 100 All tests equal: True实验 log 参考
| model name | config design | mAP |
|---|---|---|
| faster_rcnn_r50_fpn_alphaiou_1x_coco | alphaiou eps = 1e-6 | 37.5% |
| faster_rcnn_r50_fpn_alphaiou_1x_coco | alphaiou eps = 1e-9 | 37.7% |
| faster_rcnn_r50_fpn_alphagiou_1x_coco | alphagiou eps = 1e-9 | 37.7% |
| atss_r50_fpn_alphaiou_1x_coco | alphagiou eps = 1e-9 | 38.9% |
| yolox_tiny_alphaiou_8x8_300e_coco | alphaiou eps = 1e-9 | 31.6% |

