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metafile.yml
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metafile.yml
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Collections:
- Name: Dynamic R-CNN
Metadata:
Training Data: COCO
Training Techniques:
- SGD with Momentum
- Weight Decay
Training Resources: 8x NVIDIA V100 GPUs
Architecture:
- Dynamic R-CNN
- FPN
- RPN
- ResNet
- RoIAlign
Paper: https://arxiv.org/pdf/2004.06002
README: configs/dynamic_rcnn/README.md
Models:
- Name: dynamic_rcnn_r50_fpn_1x_coco
In Collection: Dynamic R-CNN
Config: configs/dynamic_rcnn/dynamic_rcnn_r50_fpn_1x_coco.py
Metadata:
Training Memory (GB): 3.8
Epochs: 12
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 38.9
Weights: http://download.openmmlab.com/mmdetection/v2.0/dynamic_rcnn/dynamic_rcnn_r50_fpn_1x/dynamic_rcnn_r50_fpn_1x-62a3f276.pth