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* [Config] Add textrec_default_runtime * add vis hook * update nrtr configs * Update configs/textrecog/nrtr/nrtr_resnet31-1by16-1by8_6e_st_mj.py Co-authored-by: gaotongxiao <gaotongxiao@gmail.com>
87 lines
2.2 KiB
YAML
87 lines
2.2 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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Epochs: 6
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Batch Size: 6144
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Training Resources: 1x Tesla A100
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Architecture:
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- CNN
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- NRTREncoder
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- NRTRDecoder
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Paper:
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URL: https://arxiv.org/pdf/1806.00926.pdf
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Title: 'NRTR: A No-Recurrence Sequence-to-Sequence Model For Scene Text Recognition'
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README: configs/textrecog/nrtr/README.md
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Models:
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- Name: nrtr_resnet31-1by16-1by8_6e_st_mj
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In Collection: NRTR
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Config: configs/textrecog/nrtr/nrtr_resnet31-1by16-1by8_6e_st_mj.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: Text Recognition
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Dataset: IIIT5K
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Metrics:
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word_acc: 94.8
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- Task: Text Recognition
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Dataset: SVT
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Metrics:
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word_acc: 89.03
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- Task: Text Recognition
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Dataset: ICDAR2013
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Metrics:
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word_acc: 93.79
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- Task: Text Recognition
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Dataset: ICDAR2015
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Metrics:
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word_acc: 74.19
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- Task: Text Recognition
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Dataset: SVTP
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Metrics:
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word_acc: 80.31
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- Task: Text Recognition
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Dataset: CT80
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Metrics:
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word_acc: 87.15
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Weights: https://download.openmmlab.com/mmocr/textrecog/nrtr/nrtr_r31_1by16_1by8_academic_20211124-f60cebf4.pth
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- Name: nrtr_resnet31-1by8-1by4_6e_st_mj
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In Collection: NRTR
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Config: configs/textrecog/nrtr/nrtr_resnet31-1by8-1by4_6e_st_mj.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: Text Recognition
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Dataset: IIIT5K
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Metrics:
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word_acc: 95.5
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- Task: Text Recognition
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Dataset: SVT
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Metrics:
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word_acc: 90.01
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- Task: Text Recognition
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Dataset: ICDAR2013
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Metrics:
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word_acc: 94.38
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- Task: Text Recognition
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Dataset: ICDAR2015
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Metrics:
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word_acc: 74.05
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- Task: Text Recognition
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Dataset: SVTP
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Metrics:
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word_acc: 79.53
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- Task: Text Recognition
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Dataset: CT80
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Metrics:
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word_acc: 87.15
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Weights: https://download.openmmlab.com/mmocr/textrecog/nrtr/nrtr_r31_1by8_1by4_academic_20211123-e1fdb322.pth
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