mirror of https://github.com/open-mmlab/mmocr.git
75 lines
1.7 KiB
YAML
75 lines
1.7 KiB
YAML
Collections:
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- Name: NRTR
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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: 64x NVIDIA 1080Ti GPUs
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Architecture:
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- ResNet31OCR
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- TFEncoder
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- TFDecoder
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Paper: https://arxiv.org/pdf/1806.00926.pdf
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README: configs/textrecog/nrtr/README.md
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Models:
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- Name: nrtr_r31_1by16_1by8_academic
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In Collection: NRTR
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Config: configs/textrecog/nrtr/nrtr_r31_1by16_1by8_academic.py
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Metadata:
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Training Data:
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- SynthText
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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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- 93.9
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- 90.0
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- 93.5
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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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- 74.5
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- 78.5
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- 86.5
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Weights: https://download.openmmlab.com/mmocr/textrecog/nrtr/nrtr_r31_academic_20210406-954db95e.pth
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- Name: nrtr_r31_1by8_1by4_academic
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In Collection: NRTR
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Config: configs/textrecog/nrtr/nrtr_r31_1by8_1by4_academic.py
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Metadata:
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Training Data:
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- SynthText
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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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- 94.7
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- 87.5
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- 93.3
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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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- 75.1
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- 78.9
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- 87.9
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Weights: https://download.openmmlab.com/mmocr/textrecog/nrtr/nrtr_r31_1by8_1by4_academic_20210406-ce16e7cc.pth
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