45 lines
1.5 KiB
YAML
45 lines
1.5 KiB
YAML
Collections:
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- Name: Cascade RPN
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Metadata:
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Training Data: COCO
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Training Techniques:
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- SGD with Momentum
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- Weight Decay
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Training Resources: 8x V100 GPUs
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Architecture:
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- Cascade RPN
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- FPN
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- ResNet
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Paper:
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URL: https://arxiv.org/abs/1909.06720
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Title: 'Cascade RPN: Delving into High-Quality Region Proposal Network with Adaptive Convolution'
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README: configs/cascade_rpn/README.md
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Code:
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URL: https://github.com/open-mmlab/mmdetection/blob/v2.8.0/mmdet/models/dense_heads/cascade_rpn_head.py#L538
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Version: v2.8.0
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Models:
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- Name: crpn_fast_rcnn_r50_caffe_fpn_1x_coco
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In Collection: Cascade RPN
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Config: configs/cascade_rpn/crpn_fast_rcnn_r50_caffe_fpn_1x_coco.py
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Metadata:
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Epochs: 12
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Results:
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- Task: Object Detection
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Dataset: COCO
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Metrics:
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box AP: 39.9
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Weights: https://download.openmmlab.com/mmdetection/v2.0/cascade_rpn/crpn_fast_rcnn_r50_caffe_fpn_1x_coco/crpn_fast_rcnn_r50_caffe_fpn_1x_coco-cb486e66.pth
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- Name: crpn_faster_rcnn_r50_caffe_fpn_1x_coco
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In Collection: Cascade RPN
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Config: configs/cascade_rpn/crpn_faster_rcnn_r50_caffe_fpn_1x_coco.py
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Metadata:
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Epochs: 12
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Results:
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- Task: Object Detection
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Dataset: COCO
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Metrics:
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box AP: 40.4
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Weights: https://download.openmmlab.com/mmdetection/v2.0/cascade_rpn/crpn_faster_rcnn_r50_caffe_fpn_1x_coco/crpn_faster_rcnn_r50_caffe_fpn_1x_coco-c8283cca.pth
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