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Collections:
- Name: DRRG
Metadata:
Training Data: SCUT-CTW1500
Training Techniques:
- SGD with Momentum
Training Resources: 4x NVIDIA A100-SXM4-80GB
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_resnet50_fpn-unet_1200e_ctw1500
Alias: DRRG
In Collection: DRRG
Config: configs/textdet/drrg/drrg_resnet50_fpn-unet_1200e_ctw1500.py
Metadata:
Training Data: CTW1500
Results:
- Task: Text Detection
Dataset: CTW1500
Metrics:
hmean-iou: 0.8467
Weights: https://download.openmmlab.com/mmocr/textdet/drrg/drrg_resnet50_fpn-unet_1200e_ctw1500/drrg_resnet50_fpn-unet_1200e_ctw1500_20220827_105233-d5c702dd.pth
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