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Collections: | |
- Name: TextSnake | |
Metadata: | |
Training Data: SCUT-CTW1500 | |
Training Techniques: | |
- SGD with Momentum | |
Training Resources: 8x GeForce GTX 1080 Ti | |
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_r50_fpn_unet_1200e_ctw1500 | |
In Collection: TextSnake | |
Config: configs/textdet/textsnake/textsnake_r50_fpn_unet_1200e_ctw1500.py | |
Metadata: | |
Training Data: CTW1500 | |
Results: | |
- Task: Text Detection | |
Dataset: CTW1500 | |
Metrics: | |
hmean-iou: 0.817 | |
Weights: https://download.openmmlab.com/mmocr/textdet/textsnake/textsnake_r50_fpn_unet_1200e_ctw1500-27f65b64.pth | |