[Refactor] refactor gwd&kld #509
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In two stage detectors and refine single stage detectors, the bboxes can be Tensor.
liuyanyi
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Sep 16, 2022
configs/kld/rotated_retinanet_obb_kld_stable_r50_adamw_fpn_1x_dota_le90.py
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RangiLyu
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* init * fix lint * update * update coder * init * fix lint * fix bug in DOTA metric * Update delta_xywht_hbbox_coder.py * support tensor input when coder.decode. In two stage detectors and refine single stage detectors, the bboxes can be Tensor. * Update rotated_retinanet_obb_r50_fpn_1x_dota_le90.py * support use_box_type in coder * fix bug * fix
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PR #508 is required.
Experiments
rotated_retinanet_hbb_kld_r50_fpn_1x_dota_oc.py
report AP50: 69.94
AP50: 0.6941419586900229
AP75: 0.38747647776794375
mAP: 0.3974298787968983
rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc.py
report AP50: 69.55
AP50: 0.686713710293614
AP75: 0.4008076515651367
mAP: 0.39958010923814086