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python

neuronLab python Neural Networks

Summary

a python project can recognize the number in the picture such as:

  • to 0970
  • to 1552

Train set:the picture 0.gif to 29.gif in SecondTrain\temp3

Testing set: the picture 100.gif to 109.gif in SecondTrain\temp3

Screenshot:

  1. Train Error change with the Epoch time:

  1. Train command and the Test command in CMD and the output of test set

Conclusion:

Error table:

picture name target answer error
100.gif 0494 0491 1
108.gif 0511 1511 1

Accuracy rate of one picture is about 80% 8/10*100%=80%

Accuracy rate of one digital is about 95% 38/40*100%=95%

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