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Well Trained Form Processing Model: How Many Documents to Train?

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Posted on by 33

I know this question may be hard to answer, but how many training documents build a well-trained model?

 

For example, for check processing. 

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  • NikoSenkov Profile Picture
    NikoSenkov 33 on at
    Re: Well Trained Form Processing Model: How Many Documents to Train?

    I have trained 55, and the accuracy is okay. Problem is, there are many different slightly different formats of checks. When I have time, I will try to train on 100 to see how that improves. 

  • CedrickB Profile Picture
    CedrickB on at
    Re: Well Trained Form Processing Model: How Many Documents to Train?

    Hi Niko,

    Giving an answer that will apply in all cases is uneasy.

    You should first train a model with 5 samples and check what is the accuracy.

    If it is not good, try to add more samples and leverage the supervised feature to give hints to the model.

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