# 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.
![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)
![image](https://github.com/timmmGZ/Neural-Network-handwriting-recognition/blob/master/examplePictures/male.JPG)
![image](https://github.com/timmmGZ/Neural-Network-handwriting-recognition/blob/master/examplePictures/female.JPG)
![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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收起资源包目录
神经网络、手写识别、数字识别、存储库包括CNN卷积神经网络和对象识别(目标i定位),所有这些都基于JAVA GUI神经网络书写识别GUI.zip (51个子文件)
神经网络,手写识别,数字识别,repositories内有CNN卷积神经网络和目标识别(目标i定位),全基于JAVA GUI_Neural-Network-handwriting-recognition-GUI
项目内附说明
如果解压失败请用ara软件解压.txt 42B
Neural-Network-handwriting-recognition-GUI-master
src
repository
ReadWriteFile.java 2KB
TrainSetsInfo.java 2KB
tool
ReadWriteFile.java 2KB
RandomWordGenerator.java 2KB
TrainSetsInfo.java 2KB
neuralNetwork
Neuron.java 1KB
TrainSet.java 355B
Network.java 782B
Trainer.java 712B
gui
ProbabilityPanel.java 2KB
DrawingPanel.java 2KB
MainFrame.java 4KB
MouseDrawingListener.java 1KB
dataset
0.txt 31KB
9.txt 16KB
零.txt 23KB
female.txt 20KB
1.txt 31KB
八.txt 11KB
5.txt 31KB
四.txt 19KB
一.txt 16KB
6.txt 33KB
十.txt 16KB
car.txt 22KB
moon.txt 20KB
九.txt 11KB
3.txt 36KB
4.txt 31KB
male.txt 19KB
sun.txt 17KB
apple.txt 31KB
三.txt 19KB
二.txt 14KB
七.txt 14KB
7.txt 31KB
standardOutput
trueOutput.txt 865B
2.txt 34KB
8.txt 34KB
五.txt 22KB
六.txt 14KB
examplePictures
零.JPG 52KB
moon.JPG 49KB
female.JPG 48KB
3.JPG 125KB
apple.JPG 134KB
male.JPG 50KB
randomDrawing(red).JPG 249KB
car.JPG 396KB
README.md 1KB
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