mirror of https://github.com/open-mmlab/mmocr.git
29 lines
871 B
YAML
29 lines
871 B
YAML
Collections:
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- Name: DBNetpp
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Metadata:
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Training Data: ICDAR2015
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Training Techniques:
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- SGD with Momentum
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- Weight Decay
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Training Resources: 1x Nvidia A100
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Architecture:
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- ResNet
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- FPNC
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Paper:
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URL: https://arxiv.org/abs/2202.10304
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Title: 'Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion'
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README: configs/textdet/dbnetpp/README.md
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Models:
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- Name: dbnetpp_r50dcnv2_fpnc_1200e_icdar2015.py
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In Collection: DBNetpp
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Config: configs/textdet/dbnetpp/dbnetpp_r50dcnv2_fpnc_1200e_icdar2015.py
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Metadata:
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Training Data: ICDAR2015
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Results:
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- Task: Text Detection
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Dataset: ICDAR2015
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Metrics:
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hmean-iou: 0.860
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Weights: https://download.openmmlab.com/mmocr/textdet/dbnet/dbnetpp_r50dcnv2_fpnc_1200e_icdar2015-20220502-d7a76fff.pth
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