timmmgz/neural-network-handwriting-recognition-gui

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

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.

Here has a little bit update about generating random drawing:

neural-network-handwriting-recognition-gui's Issues

main运行

Exception in thread "main" java.io.FileNotFoundException: dataset\standardOutput\trueOutput.txt (系统找不到指定的路径。)
at java.base/java.io.FileInputStream.open0(Native Method)
at java.base/java.io.FileInputStream.open(FileInputStream.java:216)
at java.base/java.io.FileInputStream.(FileInputStream.java:157)
at tool.TrainSetsInfo.vectorsParser(TrainSetsInfo.java:46)
at tool.TrainSetsInfo.(TrainSetsInfo.java:24)
at gui.MainFrame.(MainFrame.java:28)
at gui.MainFrame.main(MainFrame.java:41)