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An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition
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- Results of accuracy evaluation with [ tools/eval ] ( ../../tools/eval ) .
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+ Results of accuracy evaluation by ICDAR2003:
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- | Models | Accuracy(%) |
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+ | Models | Accuracy |
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| ------ | -------------- |
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- | CRNN_EN | 81.66 |
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- | CRNN_CH | 71.28 |
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+ | CRNN_EN | 0.8166 |
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+ | CRNN_EN_FP16 | 0.8201 |
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+ | CRNN_CH | 0.7128 |
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+ | CRNN_CH_FP16 | 0.7863 |
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+ Results of accuracy evaluation IIIT5k-Words:
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+ | Models | Accuracy |
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+ | ------ | -------------- |
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+ | CRNN_EN | 0.7433 |
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+ | CRNN_EN_FP16 | 0.7493 |
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+ | CRNN_CH | 0.8090 |
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+ | CRNN_CH_FP16 | 0.8093 |
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+ \* : 'FP16' stands for 'model quantized into FP16'.
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Note:
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- Model source:
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