mmdetection
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[Refactor] Support Fast R-CNN
- [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
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 |