program
所属分类：人工智能/神经网络/深度学习
开发工具：matlab
文件大小：1106KB
下载次数：28
上传日期：2013-10-16 21:15:48
上 传 者：
tianyuw
说明： 手写数字的识别的matlab实现，运用基本的图像处理和BP神经网络来实现，程序的使用方法请参阅 readme.txt
(Handwritten digit recognition matlab realize, the use of basic image processing and BP neural network to achieve the program' s usage, please refer to the readme.txt)
文件列表:
program (0, 2013-04-12)
program\BP_Neural_Network_Training.m (1957, 2013-04-12)
program\Correction_function.m (558, 2013-04-12)
program\data1.bmp (51262, 2013-04-12)
program\data11.bmp (51262, 2013-04-12)
program\data13.bmp (51262, 2013-04-12)
program\data15.bmp (51262, 2013-04-12)
program\data17.bmp (51262, 2013-04-12)
program\data19.bmp (51262, 2013-04-12)
program\data3.bmp (51262, 2013-04-12)
program\data5.bmp (51262, 2013-04-12)
program\data7.bmp (51262, 2013-04-12)
program\data9.bmp (51262, 2013-04-12)
program\getfeature_function.m (2805, 2013-04-12)
program\Image_Processing.m (1535, 2013-04-12)
program\Label_creation.m (92, 2013-04-12)
program\num_data.mat (1055420, 2013-04-12)
program\segment_function.m (350, 2013-04-12)
program\standard_number.m (1344, 2013-04-12)
Announcements
1. This file contains all the materials needed to process the image and train the neural network, all the
main function and subfunction are well made to use. Two main function are "Image_Processing","BP_Neural_
Network_Training", you can just click on "run" button and wait for the result.
2. Two main programs may take long time to run about 20min.
3. The dataset "num_data.mat" is the result of the main program "Image_Processing", the dataset can
automatically be loaded to the main program "BP_Neural_Network_Training±.
4. Due to the large size of the whole images, we only upload one image of each numeral to represent
them.
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