[Refactor] refactor RetinaNet based on boxlist#472
Merged
RangiLyu merged 2 commits intoopen-mmlab:dev-1.xfrom Sep 9, 2022
Merged
[Refactor] refactor RetinaNet based on boxlist#472RangiLyu merged 2 commits intoopen-mmlab:dev-1.xfrom
RangiLyu merged 2 commits intoopen-mmlab:dev-1.xfrom
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This was referenced Aug 26, 2022
RangiLyu
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Sep 8, 2022
RangiLyu
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RangiLyu
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Sep 8, 2022
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Review sequence:
Reviewer
Experiments
rotated_retinanet_hbb_r50_fpn_1x_dota_oc.py
report AP50: 64.55
---1---
AP50: 0.6536518893464965
AP75: 0.37845625864439075
mAP: 0.3748858855015227
---2---
AP50: 0.6475838892089881
AP75: 0.36369350507433457
mAP: 0.36750970093443525
---3---angle of anchor = 0
AP50: 0.6501743535834839
AP75: 0.3691745641139588
mAP: 0.3720109012496605
---4---angle of anchor = 0
AP50: 0.6475716856907938
AP75: 0.38000729085075463
mAP: 0.37155904887837554
rotated_retinanet_obb_r50_fpn_1x_dota_le90.py
report AP50: 68.42
---1---
AP50: 0.6813613319198807
AP75: 0.40674754402438273
mAP: 0.39424048001422823
---2---
AP50: 0.6798798602380868
AP75: 0.4070814841151892
mAP: 0.3940447051092699
---3--- angle of anchor = 0
AP50: 0.6908426650447911
AP75: 0.431021863367571
mAP: 0.4129368419550853
---4--- angle of anchor = 0
AP50: 0.688470208702759
AP75: 0.4245977440716145
mAP: 0.4105707512242186
rotated_retinanet_obb_r50_fpn_1x_dota_le135.py
report AP50: 69.79
---1---
AP50: 0.6824654196014557
AP75: 0.3393284531284533
mAP: 0.3748612843648386
---2---
AP50: 0.6782950228188119
AP75: 0.338945173004708
mAP: 0.3783645578481173
---3--- angle of anchor = 0
AP50: 0.6916534816759408
AP75: 0.36711282194397765
mAP: 0.39332846553326106
---4--- angle of anchor = 0
AP50: 0.6916534816759408
AP75: 0.36711282194397765
mAP: 0.39332846553326106