Hi,I'm new to MATLAB. I'm using MATLAB to perform transfer learning.
After using transfer learning based on densenet201, I get the DAGNetwork I need and I want to compile a recongnition program (.exe) using MATLAB.
Here is my recongnition program code (combinetest.m):
load('demo1');
while(1)
if (exist('00015.jpg','file') ~=0)
try
I=imread('00015.jpg');
catch
delete('00015.jpg');
continue;
end
m=fishrecon(I,net);
delete('00015.jpg');
fileID = fopen('result.txt','w');
fprintf(fileID,'%s',m);
fclose(fileID);
end
pause(0.5);
end
And fishrecon function (fishrecon.m):
function m=fishrecon(imd,net)
if (ischar(imd))
imd=eval(imd);
end
imd=imresize(imd,[224,224]);
[label,scores] = classify(net, imd);
classNames = net.Layers(end).ClassNames;
m=string(label)+ num2str(100*scores(classNames == label),3) + "%";
'demo1' is the DAGNetwork I got from transfer learning on densenet201.
I compile the MATLAB code with the build-in APP --Application Compiler,but after compilation the program keeps jumping out the error message.
It seems the code below went wrong.
But the code works fine while using MATLAB editor.
Have anybody encountered this problem? Please help.
