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[Refactor] Support Fast R-CNN

Open BIGWangYuDong opened this issue 2 years ago • 1 comments

  • [x] ProposalBroadcast
  • [x] Add BaseDetDataset
  • [x] support ceph
  • [x] DumpProposalMetric
  • [x] Fast R-CNN inference (bbox-ap 37.8)
  • [x] Re-run Fast R-CNN
  • [ ] Add UT

BIGWangYuDong avatar Aug 02 '22 11:08 BIGWangYuDong

Model backbone AR@1000
RPN-FPN resnet50 58.30
RPN-C4 resnet50-caffe 51.28

The proposals are converted from detectron2 (train an test)

all fast rcnn do not use mstrain

Model backbone bbox AP
Fast R-CNN resnet50 37.0
Fast R-CNN resnet50-caffe 37.3

The proposals get from mmdet RPN-FPN-resnet50-1x

Model backbone bbox AP
Fast R-CNN resnet50 36.8
Fast R-CNN resnet50-caffe 37.3

BIGWangYuDong avatar Aug 08 '22 01:08 BIGWangYuDong