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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: 8x GeForce GTX 1080 Ti |
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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_r50_fpn_unet_1200e_ctw1500 |
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In Collection: TextSnake |
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Config: configs/textdet/textsnake/textsnake_r50_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: 0.817 |
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Weights: https://download.openmmlab.com/mmocr/textdet/textsnake/textsnake_r50_fpn_unet_1200e_ctw1500-27f65b64.pth |
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