mirror of https://github.com/open-mmlab/mmocr.git
69 lines
2.4 KiB
YAML
69 lines
2.4 KiB
YAML
Collections:
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- Name: Mask R-CNN
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Metadata:
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Training Data: ICDAR2015 SCUT-CTW1500
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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: 1x NVIDIA A100-SXM4-80GB
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Architecture:
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- ResNet
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- FPN
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- RPN
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Paper:
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URL: https://arxiv.org/pdf/1703.06870.pdf
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Title: 'Mask R-CNN'
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README: configs/textdet/maskrcnn/README.md
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Models:
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- Name: mask-rcnn_resnet50_fpn_160e_ctw1500
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In Collection: Mask R-CNN
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Alias: MaskRCNN_CTW
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Config: configs/textdet/maskrcnn/mask-rcnn_resnet50_fpn_160e_ctw1500.py
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Metadata:
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Training Data: CTW1500
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Results:
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- Task: Text Detection
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Dataset: CTW1500
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Metrics:
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hmean-iou: 0.7458
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Weights: https://download.openmmlab.com/mmocr/textdet/maskrcnn/mask-rcnn_resnet50_fpn_160e_ctw1500/mask-rcnn_resnet50_fpn_160e_ctw1500_20220826_154755-ce68ee8e.pth
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- Name: mask-rcnn_resnet50-oclip_fpn_160e_ctw1500
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In Collection: Mask R-CNN
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Config: configs/textdet/maskrcnn/mask-rcnn_resnet50-oclip_fpn_160e_ctw1500.py
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Metadata:
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Training Data: CTW1500
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Results:
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- Task: Text Detection
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Dataset: CTW1500
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Metrics:
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hmean-iou: 0.7562
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Weights: https://download.openmmlab.com/mmocr/textdet/maskrcnn/mask-rcnn_resnet50-oclip_fpn_160e_ctw1500/mask-rcnn_resnet50-oclip_fpn_160e_ctw1500_20221101_154448-6e9e991c.pth
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- Name: mask-rcnn_resnet50_fpn_160e_icdar2015
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In Collection: Mask R-CNN
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Alias: MaskRCNN_IC15
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Config: configs/textdet/maskrcnn/mask-rcnn_resnet50_fpn_160e_icdar2015.py
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Metadata:
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Training Data: ICDAR2015
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Results:
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- Task: Text Detection
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Dataset: ICDAR2015
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Metrics:
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hmean-iou: 0.8182
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Weights: https://download.openmmlab.com/mmocr/textdet/maskrcnn/mask-rcnn_resnet50_fpn_160e_icdar2015/mask-rcnn_resnet50_fpn_160e_icdar2015_20220826_154808-ff5c30bf.pth
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- Name: mask-rcnn_resnet50-oclip_fpn_160e_icdar2015
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In Collection: Mask R-CNN
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Alias: MaskRCNN
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Config: configs/textdet/maskrcnn/mask-rcnn_resnet50-oclip_fpn_160e_icdar2015.py
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Metadata:
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Training Data: ICDAR2015
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Results:
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- Task: Text Detection
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Dataset: ICDAR2015
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Metrics:
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hmean-iou: 0.8513
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Weights: https://download.openmmlab.com/mmocr/textdet/maskrcnn/mask-rcnn_resnet50-oclip_fpn_160e_icdar2015/mask-rcnn_resnet50-oclip_fpn_160e_icdar2015_20221101_131357-a19f7802.pth
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