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Update README.md
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timmmGZ authored Apr 16, 2019
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# Neural-Network-handwriting-recognition
Single layey neural network, 40*40 pixels(1600 dimensions), 27 words dataset:
1600 inputs---->27 neurons(using sigmoid)---->27outputs
Implemented base on https://github.com/timmmGZ/MachineLearning-Perceptron
# I haven't draw too much into the dataset, if the probabilty is less than 90% when you draw some word correctly, please add the drawing to train set, then train around 2000 times again.
Implemented base on https://github.com/timmmGZ/MachineLearning-Perceptron
I haven't draw too much into the dataset, if the probabilty is less than 90% when you draw some word correctly, please add the drawing to train set, then train around 2000 times again.

![image](https://github.com/timmmGZ/Neural-Network-handwriting-recognition/blob/master/examplePictures/%E9%9B%B6.JPG)
![image](https://github.com/timmmGZ/Neural-Network-handwriting-recognition/blob/master/examplePictures/moon.JPG)
Expand All @@ -11,3 +11,5 @@ Implemented base on https://github.com/timmmGZ/MachineLearning-Perceptron
![image](https://github.com/timmmGZ/Neural-Network-handwriting-recognition/blob/master/examplePictures/car.JPG)
![image](https://github.com/timmmGZ/Neural-Network-handwriting-recognition/blob/master/examplePictures/apple.JPG)
![image](https://github.com/timmmGZ/Neural-Network-handwriting-recognition/blob/master/examplePictures/3.JPG)
Here has a little bit update about generating random drawing:
![image](https://github.com/timmmGZ/Neural-Network-handwriting-recognition/blob/master/examplePictures/randomDrawing(red).JPG)

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