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Collections:
- Name: TextSnake
Metadata:
Training Data: SCUT-CTW1500
Training Techniques:
- SGD with Momentum
Training Resources: 1x NVIDIA A100-SXM4-80GB
Architecture:
- ResNet
- FPN_UNet
Paper:
URL: https://arxiv.org/abs/1807.01544.pdf
Title: 'TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes'
README: configs/textdet/textsnake/README.md
Models:
- Name: textsnake_resnet50_fpn-unet_1200e_ctw1500
In Collection: TextSnake
Config: configs/textdet/textsnake/textsnake_resnet50_fpn-unet_1200e_ctw1500.py
Metadata:
Training Data: CTW1500
Results:
- Task: Text Detection
Dataset: CTW1500
Metrics:
hmean-iou: 0.8286
Weights: https://download.openmmlab.com/mmocr/textdet/textsnake/textsnake_resnet50_fpn-unet_1200e_ctw1500/textsnake_resnet50_fpn-unet_1200e_ctw1500_20220825_221459-c0b6adc4.pth
- Name: textsnake_resnet50-oclip_fpn-unet_1200e_ctw1500
Alias: TextSnake
In Collection: TextSnake
Config: configs/textdet/textsnake/textsnake_resnet50-oclip_fpn-unet_1200e_ctw1500.py
Metadata:
Training Data: CTW1500
Results:
- Task: Text Detection
Dataset: CTW1500
Metrics:
hmean-iou: 0.8529
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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