Belval / CRNN

A TensorFlow implementation of https://github.com/bgshih/crnn

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The Error rate is always 1.0

1286667673 opened this issue · comments

Hello! I use your network to train Chinese and English.Char_vector length is 1000+,like '®·、。〇《》一七万三上下不专且世业东丝两个中丰串临丶主丽举久义乐乒乔九也习书买了事' and so on.

The training process is as follows:
---- 50 ----
GT: 水果捞
PREDICT:
---- 50 ----
GT: 品牌电脑
PREDICT:
---- 50 ----
[50] Iteration loss: 482.9037551879883 Error rate: 1.0
step: 51
PREDICT is Blank space.
Where is the problem?

To be completely honest, I never tried to train this model with Chinese, and while I think it should work with minor modifications, I doubt that the code as-is can.

I'll have a look after my midterms if possible, but in the meantime, you might want to redirect your attention to other implementation that were designed with Chinese in mind.