mirror of https://github.com/open-mmlab/mmocr.git
51 lines
1.2 KiB
YAML
51 lines
1.2 KiB
YAML
Collections:
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- Name: RobustScanner
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Metadata:
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Training Data: OCRDataset
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Training Techniques:
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- Adam
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Training Resources: 16x NVIDIA 1080Ti GPUs
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Architecture:
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- ResNet31OCR
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- ChannelReductionEncoder
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- RobustScannerDecoder
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Paper: https://arxiv.org/pdf/2007.07542.pdf
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README: configs/textrecog/robust_scanner/README.md
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Models:
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- Name: robustscanner_r31_academic
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In Collection: RobustScanner
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Config: configs/textrecog/robust_scanner/robustscanner_r31_academic.py
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Metadata:
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Training Data:
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- ICDAR2011
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- ICDAR2013
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- ICDAR2015
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- COCO text
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- IIIT5K
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- SynthText
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- SynthAdd
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- Syn90k
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Results:
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- Task: Regular Text Recognition
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Dataset:
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- IIIT5K
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- SVT
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- ICDAR2013
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Metrics:
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acc:
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- 95.1
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- 89.2
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- 93.1
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- Task: Irregular Text Recognition
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Dataset:
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- ICDAR2015
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- SVTP
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- CT80
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Metrics:
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acc:
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- 77.8
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- 80.3
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- 90.3
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Weights: https://download.openmmlab.com/mmocr/textrecog/robustscanner/robustscanner_r31_academic-5f05874f.pth
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