mirror of https://github.com/open-mmlab/mmocr.git
99 lines
2.5 KiB
YAML
99 lines
2.5 KiB
YAML
Collections:
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- Name: SAR
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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: 48x GeForce GTX 1080 Ti
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Epochs: 5
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Batch Size: 3072
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Architecture:
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- ResNet31OCR
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- SAREncoder
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- ParallelSARDecoder
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Paper:
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URL: https://arxiv.org/pdf/1811.00751.pdf
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Title: 'Show, Attend and Read:A Simple and Strong Baseline for Irregular Text Recognition'
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README: configs/textrecog/sar/README.md
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Models:
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- Name: sar_r31_parallel_decoder_academic
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In Collection: SAR
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Config: configs/textrecog/sar/sar_r31_parallel_decoder_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: Text Recognition
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Dataset: IIIT5K
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Metrics:
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word_acc: 95.0
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- Task: Text Recognition
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Dataset: SVT
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Metrics:
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word_acc: 89.6
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- Task: Text Recognition
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Dataset: ICDAR2013
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Metrics:
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word_acc: 93.7
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- Task: Text Recognition
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Dataset: ICDAR2015
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Metrics:
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word_acc: 79.0
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- Task: Text Recognition
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Dataset: SVTP
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Metrics:
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word_acc: 82.2
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- Task: Text Recognition
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Dataset: CT80
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Metrics:
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word_acc: 88.9
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Weights: https://download.openmmlab.com/mmocr/textrecog/sar/sar_r31_parallel_decoder_academic-dba3a4a3.pth
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- Name: sar_r31_sequential_decoder_academic
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In Collection: SAR
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Config: configs/textrecog/sar/sar_r31_sequential_decoder_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: Text Recognition
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Dataset: IIIT5K
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Metrics:
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word_acc: 95.2
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- Task: Text Recognition
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Dataset: SVT
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Metrics:
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word_acc: 88.7
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- Task: Text Recognition
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Dataset: ICDAR2013
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Metrics:
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word_acc: 92.4
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- Task: Text Recognition
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Dataset: ICDAR2015
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Metrics:
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word_acc: 78.2
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- Task: Text Recognition
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Dataset: SVTP
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Metrics:
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word_acc: 81.9
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- Task: Text Recognition
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Dataset: CT80
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Metrics:
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word_acc: 89.6
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Weights: https://download.openmmlab.com/mmocr/textrecog/sar/sar_r31_sequential_decoder_academic-d06c9a8e.pth
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