2021-05-13 10:46:26 +08:00
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Collections:
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- Name: TextSnake
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Metadata:
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2021-05-14 00:17:33 +08:00
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Training Data: SCUT-CTW1500
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2021-05-13 10:46:26 +08:00
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Training Techniques:
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- SGD with Momentum
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2021-05-13 17:28:59 +08:00
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Training Resources: 8x GeForce GTX 1080 Ti
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2021-05-13 10:46:26 +08:00
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Architecture:
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- ResNet
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2021-05-22 16:10:21 +08:00
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- FPN_UNet
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2021-11-03 15:02:31 +08:00
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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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2021-05-13 10:46:26 +08:00
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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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2021-05-14 00:17:33 +08:00
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- Task: Text Detection
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2021-05-13 10:46:26 +08:00
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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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