mirror of https://github.com/open-mmlab/mmocr.git
41 lines
1.4 KiB
YAML
41 lines
1.4 KiB
YAML
Collections:
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- Name: TextSnake
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Metadata:
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Training Data: SCUT-CTW1500
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Training Techniques:
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- SGD with Momentum
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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_UNet
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Paper:
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URL: https://arxiv.org/abs/1807.01544.pdf
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Title: 'TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes'
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README: configs/textdet/textsnake/README.md
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Models:
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- Name: textsnake_resnet50_fpn-unet_1200e_ctw1500
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In Collection: TextSnake
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Config: configs/textdet/textsnake/textsnake_resnet50_fpn-unet_1200e_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: 0.8286
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Weights: https://download.openmmlab.com/mmocr/textdet/textsnake/textsnake_resnet50_fpn-unet_1200e_ctw1500/textsnake_resnet50_fpn-unet_1200e_ctw1500_20220825_221459-c0b6adc4.pth
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- Name: textsnake_resnet50-oclip_fpn-unet_1200e_ctw1500
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Alias: TextSnake
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In Collection: TextSnake
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Config: configs/textdet/textsnake/textsnake_resnet50-oclip_fpn-unet_1200e_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: 0.8529
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Weights: https://download.openmmlab.com/mmocr/textdet/textsnake/textsnake_resnet50-oclip_fpn-unet_1200e_ctw1500/textsnake_resnet50-oclip_fpn-unet_1200e_ctw1500_20221101_134814-a216e5b2.pth
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