mirror of https://github.com/open-mmlab/mmocr.git
40 lines
982 B
YAML
40 lines
982 B
YAML
Collections:
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- Name: SegOCR
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Metadata:
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Training Data: mixture
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Training Techniques:
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- Adam
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Epochs: 5
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Batch Size: 64
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Training Resources: 4x GeForce GTX 1080 Ti
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Architecture:
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- ResNet31OCR
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- FPNOCR
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Paper:
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README: configs/textrecog/seg/README.md
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Models:
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- Name: seg_r31_1by16_fpnocr_academic
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In Collection: SegOCR
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Config: configs/textrecog/seg/seg_r31_1by16_fpnocr_academic.py
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Metadata:
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Training Data: SynthText
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Results:
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- Task: Text Recognition
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Dataset: IIIT5K
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Metrics:
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word_acc: 90.9
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- Task: Text Recognition
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Dataset: SVT
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Metrics:
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word_acc: 81.8
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- Task: Text Recognition
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Dataset: ICDAR2013
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Metrics:
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word_acc: 90.7
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- Task: Text Recognition
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Dataset: CT80
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Metrics:
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word_acc: 80.9
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Weights: https://download.openmmlab.com/mmocr/textrecog/seg/seg_r31_1by16_fpnocr_academic-72235b11.pth
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