| Collections: | |
| - Name: DRRG | |
| Metadata: | |
| Training Data: SCUT-CTW1500 | |
| Training Techniques: | |
| - SGD with Momentum | |
| Training Resources: 1x GeForce GTX 3090 | |
| Architecture: | |
| - ResNet | |
| - FPN_UNet | |
| Paper: | |
| URL: https://arxiv.org/abs/2003.07493.pdf | |
| Title: 'Deep Relational Reasoning Graph Network for Arbitrary Shape Text Detection' | |
| README: configs/textdet/drrg/README.md | |
| Models: | |
| - Name: drrg_r50_fpn_unet_1200e_ctw1500 | |
| In Collection: DRRG | |
| Config: configs/textdet/drrg/drrg_r50_fpn_unet_1200e_ctw1500.py | |
| Metadata: | |
| Training Data: CTW1500 | |
| Results: | |
| - Task: Text Detection | |
| Dataset: CTW1500 | |
| Metrics: | |
| hmean-iou: 0.840 | |
| Weights: https://download.openmmlab.com/mmocr/textdet/drrg/drrg_r50_fpn_unet_1200e_ctw1500_20211022-fb30b001.pth | |