Face Detection System: trainnet(net,IMGDB) - File Exchange

Code covered by the BSD License

Highlights from
Face Detection System

drawrec (in,w)
gabor (w,nu,mu,Kmax,f,sig)
im2vec (W27x18)
imscan (net,im)
loadimages
mminmax(input)
trainnet(net,IMGDB)
create_gabor.m
createffnn.m
main.m
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from Face Detection System by Omid Sakhi
Face Detection using Gabor feature extraction and neural network

trainnet(net,IMGDB)

% Version : 5.4
% Date : 12.26.2010
% Author  : Omid Sakhi
% http://www.facedetectioncode.com

function NET = trainnet(net,IMGDB)

%~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
net.trainFcn = 'trainscg';
net.trainParam.lr = 0.4;
net.trainParam.epochs = 400;
net.trainParam.show = 10;
net.trainParam.goal = 1e-3;
%~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

T{1,1} = cell2mat(IMGDB(2,:));
P{1,1} = cell2mat(IMGDB(3,:));
net = train(net,P,T);
save net net
NET = net;

Highlights from Face Detection System

Highlights from
Face Detection System