function net = initializeCharacterCNNBNNEx6ColorFczRGB()

f=1/100 ;
net.layers = {} ;
net.layers{end+1} = struct('type', 'conv', ...
                           'filters', f*randn(5,5,9,20, 'single'), ...
                           'biases', zeros(1, 20, 'single'), ...
                           'stride', 1, ...
                           'pad', 0) ;
net.layers{end+1} = struct('type', 'relu') ;                       
net.layers{end+1} = struct('type', 'pool', ...
                           'method', 'max', ...
                           'pool', [2 2], ...
                           'stride', 2, ...
                           'pad', 0) ;
net.layers{end+1} = struct('type', 'conv', ...
                           'filters', f*randn(5,5,20,50, 'single'),...
                           'biases', zeros(1,50,'single'), ...
                           'stride', 1, ...
                           'pad', 0) ;
net.layers{end+1} = struct('type', 'pool', ...
                           'method', 'max', ...
                           'pool', [2 2], ...
                           'stride', 2, ...
                           'pad', 0) ;
net.layers{end+1} = struct('type', 'conv', ...
                           'filters', f*randn(4,4,50,500, 'single'),...
                           'biases', zeros(1,500,'single'), ...
                           'stride', 1, ...
                           'pad', 0) ;
net.layers{end+1} = struct('type', 'relu') ;
net.layers{end+1} = struct('type', 'conv', ...
                           'filters', f*randn(2,2,500,2, 'single'),...
                           'biases', zeros(1,2,'single'), ...
                           'stride', 1, ...
                           'pad', 0) ;
net.layers{end+1} = struct('type', 'softmaxloss') ;