[Refactor] Refactor COCOMetric, CocoOccludedSeparatedMetric, and ProposalRecallMetric by using MMEval #9079
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BIGWangYuDong
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BIGWangYuDong
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Optimized the log style:
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RangiLyu
reviewed
Feb 27, 2023
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Supporting saving coco summarize information |
RangiLyu
reviewed
Feb 27, 2023
RangiLyu
reviewed
Feb 27, 2023
RangiLyu
reviewed
Feb 27, 2023
RangiLyu
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Feb 28, 2023
BIGWangYuDong
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Follor PR: open-mmlab/mmeval#23 and open-mmlab/mmeval#29
should be merged after open-mmlab/mmeval#98 and open-mmlab/mmeval#112 has been merged
CocoMetric
Before refactor
After refactor
Not load ann_file:
The area in coco is based on gt_mask. if using gt_bbox, it will lead to different small/medium/large AP results. Moreover, the area calculated from gt_mask area in CocoDetectionMetric is almost equal to coco-json file (still a little difference in small AP). So if only calculate bbox ap, and do not load ann_file, it is suggested to load mask at the same time.
Using gt_box area:
Using gt_mask area:
Load ann_file:
ProposalRecallMetric
Before refactor
After refactor
CocoOccludedSeparatedMetric
Before refactor
After refactor