Spaces:
Sleeping
Sleeping
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 | |