save CIFAR-100 images
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dear all, I'm working with CIFAR-100 images for training CNN, available here: https://www.cs.toronto.edu/~kriz/cifar-10-matlab.tar.gz
as im extracting the file, would see different mat files (each contain one called 'labels' another 'data'). any body know what is labels and data? how can i do the same for my own data? I meant save my images as mat file with data and labels? thanks
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Antonio Cedillo Hernandez
2018년 5월 5일
편집: Antonio Cedillo Hernandez
2018년 5월 5일
Hi Abo! I apologize if my answer is too late, but as there is 21 views of this question in last 30 days, so I will post my answer to your question. There are three MAT files called meta.dat, test.mat and train.mat. All of them are matrices with data in order to guide the correct extracting process of the images. Here is my code to extract the images from the dataset:
if true
clc;
clear all;
load('meta.mat');
%Create folders
for i=1:length(fine_label_names)
mkdir('CIFAR-100\TEST\',fine_label_names{i});
mkdir('CIFAR-100\TRAIN\',fine_label_names{i});
end
%%Training images
load('train.mat');
im=zeros(32,32,3);
for cpt=1:50000
R=data(cpt,1:1024);
G=data(cpt,1025:2048);
B=data(cpt,2049:3072);
k=1;
for x=1:32
for i=1:32
im(x,i,1)=R(k);
im(x,i,2)=G(k);
im(x,i,3)=B(k);
k=k+1;
end
end
im=uint8(im);
pathdest = strcat('CIFAR-100\TRAIN\',fine_label_names{fine_labels(cpt)+1},'\',filenames{cpt});
imwrite(im,pathdest,'png');
end
%%Test images
load('test.mat');
im=zeros(32,32,3);
for cpt=1:10000
R=data(cpt,1:1024);
G=data(cpt,1025:2048);
B=data(cpt,2049:3072);
k=1;
for x=1:32
for i=1:32
im(x,i,1)=R(k);
im(x,i,2)=G(k);
im(x,i,3)=B(k);
k=k+1;
end
end
im=uint8(im);
pathdest = strcat('CIFAR-100\TEST\',fine_label_names{fine_labels(cpt)+1},'\',filenames{cpt});
imwrite(im,pathdest,'png');
end
end
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Toshi Sinha
2019년 6월 3일
Download 7-zip and extract the ".tar.gz" files using it. They will be extracted to a folder now you can see all .mat files
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