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大小: 32.53MB文件類型: .rar金幣: 1下載: 0 次發(fā)布日期: 2023-07-04
- 語(yǔ)言: Matlab
- 標(biāo)簽: matlab??深度學(xué)習(xí)??
資源簡(jiǎn)介
MatlabReadMNIST是用來(lái)從train-labels-idx1-ubyte,train-images-idx3-ubyte,t10k-labels-idx1-ubyte,t10k-images-idx3-ubyte中獲取數(shù)據(jù)的(已經(jīng)獲取好了),只要運(yùn)行ceshi.m就可以了,修改ceshi.m讀入的圖片就可以識(shí)別不同的圖片,自己提供輸入圖片也可以,不過(guò)要注意輸入圖片的大小要是28*28
代碼片段和文件信息
%?nnceshi???網(wǎng)絡(luò)測(cè)試與檢測(cè)部分
clear
clc
load?mnist_uint8;
load?dbnnntrain?nn;
test_x?=double(test_x)??/?255;
test_y?=?double(test_y);
[er?bad]?=?nntest(nn?test_x?test_y);
perf=mse(er)
%?計(jì)算測(cè)試誤差
%?對(duì)訓(xùn)練后的網(wǎng)絡(luò)進(jìn)行測(cè)試,net:訓(xùn)練完成了的網(wǎng)絡(luò),P_test:測(cè)試樣本的特征向量,Y:神經(jīng)的輸出網(wǎng)絡(luò)
I?=?imread(‘TrainImage_00003.bmp‘);
%?讀入待辨認(rèn)的數(shù)字圖片,檢測(cè)網(wǎng)絡(luò)
ptest?=?inputvar3(I);
ptest?=?double(ptest)/255;
%?調(diào)用特征提取函數(shù)提取數(shù)據(jù)特征
Y?=?nnpredict(nn?ptest);
Num=Y-1;
NO?=?sprintf(‘圖片中的數(shù)字為?:%d\n‘Num);
msgbox(NO‘?dāng)?shù)字圖片識(shí)別結(jié)果‘)
?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----
?????文件????????579??2015-06-25?22:29??MatlabReadMNIST\ceshi.m
?????文件????2048750??2015-06-25?15:55??MatlabReadMNIST\dbnnntrain.mat
?????文件????????249??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\.travis.yml
?????文件???????1219??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\CAE\caeapplygrads.m
?????文件????????917??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\CAE\caebbp.m
?????文件???????1011??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\CAE\caebp.m
?????文件????????259??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\CAE\caedown.m
?????文件????????754??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\CAE\caeexamples.m
?????文件???????3618??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\CAE\caenumgradcheck.m
?????文件????????845??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\CAE\caesdlm.m
?????文件???????1148??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\CAE\caetrain.m
?????文件????????489??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\CAE\caeup.m
?????文件????????173??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\CAE\max3d.m
?????文件???????1937??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\CAE\scaesetup.m
?????文件????????270??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\CAE\scaetrain.m
?????文件????????575??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\CNN\cnnapplygrads.m
?????文件???????2141??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\CNN\cnnbp.m
?????文件???????1774??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\CNN\cnnff.m
?????文件???????3430??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\CNN\cnnnumgradcheck.m
?????文件???????2020??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\CNN\cnnsetup.m
?????文件????????193??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\CNN\cnntest.m
?????文件????????845??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\CNN\cnntrain.m
?????文件????????544??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\CONTRIBUTING.md
?????文件????????744??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\create_readme.sh
?????文件???14735220??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\data\mnist_uint8.mat
?????文件????????754??2015-06-10?16:00??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\DBN\dbnsetup.m
?????文件????????238??2015-06-10?16:10??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\DBN\dbntrain.m
?????文件????????425??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\DBN\dbnunfoldtonn.m
?????文件?????????90??2014-05-11?05:46??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\DBN\rbmdown.m
?????文件???????1540??2015-06-11?02:14??MatlabReadMNIST\DeepLearnToolbox-master\DeepLearnToolbox-master\DBN\rbmtrain.m
............此處省略10082個(gè)文件信息
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