資源簡介
包含已分好類的minist數據,利用BP神經網絡實現minist手寫數字識別

代碼片段和文件信息
function?feature?=?feature_lattice(img)
%?輸入:黑底白字的二值圖像。輸出:35維的網格特征
%?======提取特征,轉成5*7的特征矢量把圖像中每10*10的點進行劃分相加,進行相加成一個點=====%
%======即統計每個小區域中圖像象素所占百分比作為特征數據====%
for?i=1:length(img);
bw2=im2bw(img{i}graythresh(img{i}));
bw_7050=imresize(bw2[7050]);
for?cnt=1:7
????for?cnt2=1:5
????????Atemp=sum(bw_7050(((cnt*10-9):(cnt*10))((cnt2*10-9):(cnt2*10))));%10*10box
????????lett((cnt-1)*5+cnt2)=sum(Atemp);
????end
end
lett=((100-lett)/100);
lett=lett‘;
feature(:i)=lett;
end
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_1.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_10.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_100.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_101.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_102.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_103.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_104.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_105.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_106.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_107.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_108.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_109.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_11.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_110.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_111.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_112.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_113.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_114.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_115.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_116.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_117.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_118.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_119.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_12.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_120.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_121.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_122.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_123.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_124.bmp
?????文件???????1862??2006-10-13?18:31??mnist-bp\data\0\0_125.bmp
............此處省略5010個文件信息
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