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sbillburg avatar sbillburg commented on June 1, 2024

Your bidirectional LSTM's implementation has a mistake. go_backwards=True in LSTM (rnn_1b, rnn_2b) is only reverse the input before using LSTM, so you have to reverse the output of LSTM before adding or concating with forward-LSTM (rnn_1 , rnn_2).

More info about the issue in here: qjadud1994/CRNN-Keras#26

You can fix it or optimize your code using Bidirectional like this one:
https://github.com/tuanphan09/captcha-recognition/blob/master/model.py

OK thks, I will work on it.

from crnn-with-stn.

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