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Collections: | |
- Name: PSENet | |
Metadata: | |
Training Data: ICDAR2015 SCUT-CTW1500 | |
Training Techniques: | |
- Adam | |
Training Resources: 1x NVIDIA A100-SXM4-80GB | |
Architecture: | |
- ResNet | |
- FPNF | |
- PSEHead | |
Paper: | |
URL: https://arxiv.org/abs/1806.02559.pdf | |
Title: 'Shape Robust Text Detection with Progressive Scale Expansion Network' | |
README: configs/textdet/psenet/README.md | |
Models: | |
- Name: psenet_resnet50_fpnf_600e_ctw1500 | |
Alias: PS_CTW | |
In Collection: PSENet | |
Config: configs/textdet/psenet/psenet_resnet50_fpnf_600e_ctw1500.py | |
Metadata: | |
Training Data: CTW1500 | |
Results: | |
- Task: Text Detection | |
Dataset: CTW1500 | |
Metrics: | |
hmean-iou: 0.7793 | |
Weights: https://download.openmmlab.com/mmocr/textdet/psenet/psenet_resnet50_fpnf_600e_ctw1500/psenet_resnet50_fpnf_600e_ctw1500_20220825_221459-7f974ac8.pth | |
- Name: psenet_resnet50-oclip_fpnf_600e_ctw1500 | |
In Collection: PSENet | |
Config: configs/textdet/psenet/psenet_resnet50-oclip_fpnf_600e_ctw1500.py | |
Metadata: | |
Training Data: CTW1500 | |
Results: | |
- Task: Text Detection | |
Dataset: CTW1500 | |
Metrics: | |
hmean-iou: 0.8037 | |
Weights: https://download.openmmlab.com/mmocr/textdet/psenet/psenet_resnet50-oclip_fpnf_600e_ctw1500/psenet_resnet50-oclip_fpnf_600e_ctw1500_20221101_140406-d431710d.pth | |
- Name: psenet_resnet50_fpnf_600e_icdar2015 | |
Alias: PS_IC15 | |
In Collection: PSENet | |
Config: configs/textdet/psenet/psenet_resnet50_fpnf_600e_icdar2015.py | |
Metadata: | |
Training Data: ICDAR2015 | |
Results: | |
- Task: Text Detection | |
Dataset: ICDAR2015 | |
Metrics: | |
hmean-iou: 0.7998 | |
Weights: https://download.openmmlab.com/mmocr/textdet/psenet/psenet_resnet50_fpnf_600e_icdar2015/psenet_resnet50_fpnf_600e_icdar2015_20220825_222709-b6741ec3.pth | |
- Name: psenet_resnet50-oclip_fpnf_600e_icdar2015 | |
Alias: PSENet | |
In Collection: PSENet | |
Config: configs/textdet/psenet/psenet_resnet50-oclip_fpnf_600e_icdar2015.py | |
Metadata: | |
Training Data: ICDAR2015 | |
Results: | |
- Task: Text Detection | |
Dataset: ICDAR2015 | |
Metrics: | |
hmean-iou: 0.8478 | |
Weights: https://download.openmmlab.com/mmocr/textdet/psenet/psenet_resnet50-oclip_fpnf_600e_icdar2015/psenet_resnet50-oclip_fpnf_600e_icdar2015_20221101_131357-2bdca389.pth | |