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[Refactor] refactor RetinaNet based on boxlist#472

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RangiLyu merged 2 commits intoopen-mmlab:dev-1.xfrom
Justice-Eternal:zhouyue/retianet
Sep 9, 2022
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[Refactor] refactor RetinaNet based on boxlist#472
RangiLyu merged 2 commits intoopen-mmlab:dev-1.xfrom
Justice-Eternal:zhouyue/retianet

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@zytx121 zytx121 commented Aug 19, 2022

Review sequence:

  1. [Refactor] Refactor anchor head and base head with boxlist mmdetection#8625 (@BIGWangYuDong @RangiLyu)
  2. [Refactor] refactor RetinaNet based on boxlist #472 (@BIGWangYuDong @hhaAndroid @RangiLyu)
  3. [Refactor] Refactor standard roi head with boxlist. mmdetection#8658 (@BIGWangYuDong @Czm369 @RangiLyu)
  4. [Refactor] refactor Rotated Faster RCNN #487 (@BIGWangYuDong @Czm369 @RangiLyu)
  5. [Refactor] Rotated ATSS with centerness loss #496 (WIP)
  6. [Refactor] refactor Rotated RepPoints #497 (WIP)
  • Align test
  • Align train
  • UT

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

@zytx121 zytx121 requested a review from hhaAndroid August 19, 2022 07:49
@zytx121 zytx121 changed the base branch from main to dev-1.x August 19, 2022 07:50
@zytx121 zytx121 added the WIP label Aug 19, 2022
@zytx121 zytx121 removed the WIP label Aug 23, 2022
@RangiLyu RangiLyu merged commit ab17a2c into open-mmlab:dev-1.x Sep 9, 2022
@zytx121 zytx121 mentioned this pull request Sep 14, 2022
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