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：

2. 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%