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metafile.yml
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/
metafile.yml
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Collections:
- Name: DBNet
Metadata:
Training Data: ICDAR2015
Training Techniques:
- SGD with Momentum
- Weight Decay
Training Resources: 1x NVIDIA A100-SXM4-80GB
Architecture:
- ResNet
- FPNC
Paper:
URL: https://arxiv.org/pdf/1911.08947.pdf
Title: 'Real-time Scene Text Detection with Differentiable Binarization'
README: configs/textdet/dbnet/README.md
Models:
- Name: dbnet_resnet18_fpnc_1200e_icdar2015
Alias: DB_r18
In Collection: DBNet
Config: configs/textdet/dbnet/dbnet_resnet18_fpnc_1200e_icdar2015.py
Metadata:
Training Data: ICDAR2015
Results:
- Task: Text Detection
Dataset: ICDAR2015
Metrics:
hmean-iou: 0.8169
Weights: https://download.openmmlab.com/mmocr/textdet/dbnet/dbnet_resnet18_fpnc_1200e_icdar2015/dbnet_resnet18_fpnc_1200e_icdar2015_20220825_221614-7c0e94f2.pth
- Name: dbnet_resnet50_fpnc_1200e_icdar2015
In Collection: DBNet
Config: configs/textdet/dbnet/dbnet_resnet50_fpnc_1200e_icdar2015.py
Metadata:
Training Data: ICDAR2015
Results:
- Task: Text Detection
Dataset: ICDAR2015
Metrics:
hmean-iou: 0.8504
Weights: https://download.openmmlab.com/mmocr/textdet/dbnet/dbnet_resnet50_1200e_icdar2015/dbnet_resnet50_1200e_icdar2015_20221102_115917-54f50589.pth
- Name: dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015
In Collection: DBNet
Config: configs/textdet/dbnet/dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015.py
Metadata:
Training Data: ICDAR2015
Results:
- Task: Text Detection
Dataset: ICDAR2015
Metrics:
hmean-iou: 0.8543
Weights: https://download.openmmlab.com/mmocr/textdet/dbnet/dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015/dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015_20220828_124917-452c443c.pth
- Name: dbnet_resnet50-oclip_fpnc_1200e_icdar2015
In Collection: DBNet
Alias:
- DB_r50
- DBNet
Config: configs/textdet/dbnet/dbnet_resnet50-oclip_1200e_icdar2015.py
Metadata:
Training Data: ICDAR2015
Results:
- Task: Text Detection
Dataset: ICDAR2015
Metrics:
hmean-iou: 0.8644
Weights: https://download.openmmlab.com/mmocr/textdet/dbnet/dbnet_resnet50-oclip_1200e_icdar2015/dbnet_resnet50-oclip_1200e_icdar2015_20221102_115917-bde8c87a.pth
- Name: dbnet_resnet18_fpnc_1200e_totaltext
In Collection: DBNet
Config: configs/textdet/dbnet/dbnet_resnet18_fpnc_1200e_totaltext.py
Metadata:
Training Data: Totaltext
Results:
- Task: Text Detection
Dataset: Totaltext
Metrics:
hmean-iou: 0.8182
Weights: https://download.openmmlab.com/mmocr/textdet/dbnet/dbnet_resnet18_fpnc_1200e_totaltext/dbnet_resnet18_fpnc_1200e_totaltext-3ed3233c.pth