mirror of https://github.com/open-mmlab/mmocr.git
50 lines
1.5 KiB
YAML
50 lines
1.5 KiB
YAML
Collections:
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- Name: PSENet
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Metadata:
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Training Data: ICDARDataset
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Training Techniques:
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- Adam
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Training Resources: 8x NVIDIA 1080Ti GPUs
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Architecture:
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- ResNet
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- FPNF
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Paper: https://arxiv.org/abs/1806.02559.pdf
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README: configs/textdet/psenet/README.md
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Models:
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- Name: psenet_r50_fpnf_600e_ctw1500
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In Collection: PSENet
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Config: configs/textdet/psenet/psenet_r50_fpnf_600e_ctw1500.py
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Metadata:
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Training Data: CTW1500
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Results:
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- Task: Instance Segmentation
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Dataset: CTW1500
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Metrics:
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hmean-iou: 0.784
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Weights: https://download.openmmlab.com/mmocr/textdet/psenet/psenet_r50_fpnf_600e_ctw1500_20210401-216fed50.pth
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- Name: psenet_r50_fpnf_600e_icdar2015
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In Collection: PSENet
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Config: configs/textdet/psenet/psenet_r50_fpnf_600e_icdar2015.py
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Metadata:
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Training Data: ICDAR2015
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Results:
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- Task: Instance Segmentation
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Dataset: ICDAR2015
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Metrics:
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hmean-iou: 0.807
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Weights: https://download.openmmlab.com/mmocr/textdet/psenet/psenet_r50_fpnf_600e_icdar2015-c6131f0d.pth
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- Name: psenet_r50_fpnf_600e_icdar2015_with_pretrain
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In Collection: PSENet
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Config: configs/textdet/psenet/psenet_r50_fpnf_600e_icdar2015.py
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Metadata:
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Training Data: ICDAR2017
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Results:
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- Task: Instance Segmentation
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Dataset: ICDAR2017
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Metrics:
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hmean-iou: 0.847
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Weights: https://download.openmmlab.com/mmocr/textdet/psenet/psenet_r50_fpnf_600e_icdar2015_pretrain-eefd8fe6.pth
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