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violet-day / tensorflow-crnn

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tensorflow slim Implementation crnn

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tensorflow-crnn

Tensorflow slim Implementation of the Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition tasks, such as scene text recognition and OCR.

Install

pip install -r requirements.txt

Example

captcha generate image look like this

example

trained model can download from Baidu

complete code in Infer

How To Train

  1. train python train.py
  2. eval python eval.py

common args define in util.py

Metrics

Sequence Accuracy

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