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7aea3619ca
* [Config] Add textrec_default_runtime * add vis hook * update master config * update metafile * update Co-authored-by: gaotongxiao <gaotongxiao@gmail.com>
53 lines
1.4 KiB
YAML
53 lines
1.4 KiB
YAML
Collections:
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- Name: MASTER
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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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Epochs: 12
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Batch Size: 512
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Training Resources: 4x Tesla A100
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Architecture:
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- ResNet31-GCAModule
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- MASTERDecoder
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Paper:
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URL: https://arxiv.org/abs/1910.02562
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Title: "MASTER: Multi-Aspect Non-local Network for Scene Text Recognition"
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README: configs/textrecog/master/README.md
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Models:
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- Name: master_resnet31_12e_st_mj_sa
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In Collection: MASTER
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Config: configs/textrecog/master/master_resnet31_12e_st_mj_sa.py
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Metadata:
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Training Data:
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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: Text Recognition
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Dataset: IIIT5K
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Metrics:
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word_acc: 94.63
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- Task: Text Recognition
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Dataset: SVT
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Metrics:
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word_acc: 90.42
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- Task: Text Recognition
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Dataset: ICDAR2013
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Metrics:
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word_acc: 94.98
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- Task: Text Recognition
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Dataset: ICDAR2015
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Metrics:
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word_acc: 75.54
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- Task: Text Recognition
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Dataset: SVTP
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Metrics:
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word_acc: 82.79
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- Task: Text Recognition
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Dataset: CT80
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Metrics:
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word_acc: 88.54
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Weights: https://download.openmmlab.com/mmocr/textrecog/master/master_resnet31_12e_st_mj_sa-787edd36.pth
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