function?decodeCharacters（net?imdb?im?res）
%?DECODECHARACTERS（NET?IMDB?IM?RES）?visualizes?the?characters
%?recognized?by?a?Character?CNN?（see?initializeCharacterCNN（））?in?a?32
%?x?W?image?of?a?sentence.

for?i=1:size（res（end）.x2）
??[score（i）pred（i）]?=?max（squeeze（res（end）.x（1i:）））?;
end
fprintf（‘%s:?decode?chars:?%s\n‘?mfilename?imdb.meta.classes（pred））?;

clf?;?colormap?gray?;
subplot（211）?;
imagesc（im）?;?axis?equal?off?;
ylim（[0?50]）?;?hold?on?;
x?=?linspace（16?size（im2）-16?numel（pred））?;
for?i=1:numel（x）
??text（x（i）?40?imdb.meta.classes（pred（i））?‘fontsize‘?10?‘color‘?‘b‘）?;
end
title（‘input?image?and?predicted?characters?（in?blue）‘）?;

subplot（212）?;
imagesc（squeeze（res（end）.x）‘）?;
axis?equal?tight?;
title（‘character?scores‘）?;

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件?????????766??2020-08-14?00:46??decodeCharacters.m
?????文件????????2049??2020-08-14?00:46??exercise1.m
?????文件????????1896??2020-08-14?00:46??exercise2.m
?????文件????????3785??2020-08-14?00:46??exercise3.m
?????文件????????4884??2020-08-14?00:46??exercise4.m
?????文件????????1032??2020-08-14?00:46??exercise5.m
?????文件?????????358??2020-08-14?00:46??extractBlackBlobs.m
?????文件????????1675??2020-08-14?00:46??initializeCharacterCNN.m
?????文件????????8412??2020-08-14?00:46??mnistclassify_error.mat
?????文件?????3847153??2020-08-14?00:46??mnistclassify_weights.mat
?????文件??????156253??2020-08-14?00:46??mnisthp2classify.mat
?????文件??????926558??2020-08-14?00:46??mnisthpclassify.mat
?????文件?????2770999??2020-08-14?00:46??mnistvhclassify.mat
?????文件????????3272??2020-08-14?00:46??README.md
?????文件?????????676??2020-08-14?00:46??setup.m
?????文件????????1158??2020-08-14?00:46??tinycnn.m