資源簡介
適合零基礎(chǔ)學(xué)習(xí)的代碼。本設(shè)計完全基于matlab開發(fā)車牌識別系統(tǒng),修復(fù)原代碼中的BUG,適用于matlab2014a。圖示車牌識別的各個過程,最后基于神經(jīng)網(wǎng)絡(luò)算法完成分類識別。
代碼片段和文件信息
function?bp()
%use?for?bp?training
I0=pretreatment(imread(‘A.jpg‘));
I1=pretreatment(imread(‘B.jpg‘));
I2=pretreatment(imread(‘C.jpg‘));
I3=pretreatment(imread(‘D.jpg‘));
I4=pretreatment(imread(‘E.jpg‘));
I5=pretreatment(imread(‘F.jpg‘));
I6=pretreatment(imread(‘G.jpg‘));
I7=pretreatment(imread(‘H.jpg‘));
I8=pretreatment(imread(‘I.jpg‘));
I9=pretreatment(imread(‘J.jpg‘));
I10=pretreatment(imread(‘K.jpg‘));
I11=pretreatment(imread(‘L.jpg‘));
I12=pretreatment(imread(‘M.jpg‘));
I13=pretreatment(imread(‘N.jpg‘));
I14=pretreatment(imread(‘O.jpg‘));
I15=pretreatment(imread(‘P.jpg‘));
I16=pretreatment(imread(‘Q.jpg‘));
I17=pretreatment(imread(‘R.jpg‘));
I18=pretreatment(imread(‘S.jpg‘));
I19=pretreatment(imread(‘T.jpg‘));
I20=pretreatment(imread(‘U.jpg‘));
I21=pretreatment(imread(‘V.jpg‘));
I22=pretreatment(imread(‘W.jpg‘));
I23=pretreatment(imread(‘X.jpg‘));
I24=pretreatment(imread(‘Y.jpg‘));
I25=pretreatment(imread(‘Z.jpg‘));
P=[I0‘I1‘I2‘I3‘I4‘I5‘I6‘I7‘I8‘I9‘I10‘I11‘I12‘I13‘I14‘I15‘I16‘I17‘I18‘I19‘I20‘I21‘I22‘I23‘I24‘I25‘];
%輸出樣本%
T=eye(2626);
%%bp神經(jīng)網(wǎng)絡(luò)參數(shù)設(shè)置
net=newff(minmax(P)[8002326]{‘logsig‘‘logsig‘‘logsig‘}‘trainrp‘);
net.inputWeights{11}.initFcn?=‘randnr‘;
net.layerWeights{21}.initFcn?=‘randnr‘;
net.trainparam.epochs=5000;
net.trainparam.show=50;
net.trainparam.goal=0.0000000001;
net=init(net);
%%%訓(xùn)練樣本%%%%
[nettr]=train(netPT);
save(‘ym‘‘net‘);
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件????????967??2015-05-13?10:27??A.jpg
?????文件?????221760??2012-11-29?16:35??1.png
?????文件???????1461??2012-12-07?22:06??bp.m
?????文件???????7220??2015-05-13?10:27??chepai.m
?????文件????????538??2015-05-12?16:34??pretreatment.m
?????文件???13733302??2012-12-07?21:50??ym.mat
?????文件???????4674??2015-05-13?10:27??dw.jpg
-----------?---------??----------?-----??----
?????????????13969922????????????????????7
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