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Attention-OCR

This repository is my simple re-implement of AttentionOCR in Tensorflow 2.0

Original paper: https://arxiv.org/pdf/1704.03549.pdf and it's official code can be found at Tensorflow models repo

One more paper this repo based on: https://arxiv.org/abs/1904.01906 and it's code: https://github.com/clovaai/deep-text-recognition-benchmark

Different from these:

  • No Spartial Tranformer Network (STN)
  • No Position encoder
  • Add 1 Bilstm layer between CNN and lstm output layer
  • Using EfficientNetB0 as backbone

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