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fix metafile (#1644)
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ZCMax authored Aug 8, 2022
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67 changes: 67 additions & 0 deletions configs/nuimages/metafile.yml
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Collections:
- Name: Mask R-CNN
Metadata:
Training Data: nuImages
Training Techniques:
- SGD with Momentum
- Weight Decay
Training Resources: 8x TITAN Xp
Architecture:
- Softmax
- RPN
- Convolution
- Dense Connections
- FPN
- ResNet
- RoIAlign
Paper:
URL: https://arxiv.org/abs/1703.06870v3
Title: "Mask R-CNN"
README: https://github.com/open-mmlab/mmdetection/blob/master/configs/mask_rcnn/README.md
Code:
URL: https://github.com/open-mmlab/mmdetection/blob/v2.0.0/mmdet/models/detectors/mask_rcnn.py#L6
Version: v2.0.0

- Name: Cascade R-CNN
Metadata:
Training Data: nuImages
Training Techniques:
- SGD with Momentum
- Weight Decay
Training Resources: 8x V100 GPUs
Architecture:
- Cascade R-CNN
- FPN
- RPN
- ResNet
- RoIAlign
Paper:
URL: http://dx.doi.org/10.1109/tpami.2019.2956516
Title: 'Cascade R-CNN: Delving into High Quality Object Detection'
README: https://github.com/open-mmlab/mmdetection/blob/master/configs/cascade_rcnn/README.md
Code:
URL: https://github.com/open-mmlab/mmdetection/blob/v2.0.0/mmdet/models/detectors/cascade_rcnn.py#L6
Version: v2.0.0

- Name: HTC
Metadata:
Training Data: nuImages
Training Techniques:
- SGD with Momentum
- Weight Decay
Training Resources: 8x V100 GPUs
Architecture:
- FPN
- HTC
- RPN
- ResNet
- ResNeXt
- RoIAlign
Paper:
URL: https://arxiv.org/abs/1901.07518
Title: 'Hybrid Task Cascade for Instance Segmentation'
README: https://github.com/open-mmlab/mmdetection/blob/master/configs/htc/README.md
Code:
URL: https://github.com/open-mmlab/mmdetection/blob/v2.0.0/mmdet/models/detectors/htc.py#L6
Version: v2.0.0

Models:
- Name: mask_rcnn_r50_fpn_1x_nuim
In Collection: Mask R-CNN
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