| 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 | |