[Refactor] Rotated ATSS with centerness loss #496
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This was referenced Sep 6, 2022
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In mmrotate-0.x, Rotated ATSS has no centerness loss.
Plan to add the
use_centernessflag inRotatedATSSHeadto switch the two kinds of Rotated ATSS.riou_loss mode=linear (same with GIoULoss in mmdet.)
------1------
AP50: 0.7312906896760963
AP75: 0.43664404012041336
mAP: 0.4304565774698836
------2------
AP50: 0.7316846289886397
AP75: 0.44474540376861926
mAP: 0.4322204658904716
riou_loss mode=square
AP50: 0.727048421917964
AP75: 0.44485995373251935
mAP: 0.4328788567961608
riou_loss mode=log
AP50: 0.5760913813425714
AP75: 0.2898615712939455
mAP: 0.3122504381802371