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
el 5 de Mayo de 2018
Editada: Antonio Cedillo Hernandez
el 5 de Mayo de 2018
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
4 comentarios
Toshi Sinha
el 3 de Jun. de 2019
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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