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umd_get_database.m
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umd_get_database.m
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function imdb = umd_get_database(umdDir, varargin)
opts.seed = 0 ;
opts = vl_argparse(opts, varargin) ;
rng(opts.seed, 'twister') ;
imdb.imageDir = umdDir;
imdb.maskDir = fullfile(umdDir, 'mask'); % DO NOT USE
cats = dir(imdb.imageDir);
cats = cats([cats.isdir] & ~ismember({cats.name}, {'.','..'})) ;
imdb.classes.name = {cats.name} ;
imdb.images.id = [] ;
for c=1:numel(cats)
ims = dir(fullfile(imdb.imageDir, imdb.classes.name{c}, '*.png'));
%imdb.images.name{c} = fullfile(imdb.classes.name{c}, {ims.name}) ;
imdb.images.name{c} = cellfun(@(S) fullfile(imdb.classes.name{c}, S), ...
{ims.name}, 'Uniform', 0);
imdb.images.label{c} = c * ones(1,numel(ims)) ;
if numel(ims) ~= 40, error('ops') ; end
sets = [1 * ones(1,20), 3 * ones(1,20)];
imdb.images.set{c} = sets(randperm(40)) ;
end
imdb.images.name = horzcat(imdb.images.name{:}) ;
imdb.images.label = horzcat(imdb.images.label{:}) ;
imdb.images.set = horzcat(imdb.images.set{:}) ;
imdb.images.id = 1:numel(imdb.images.name) ;
imdb.segments = imdb.images ;
imdb.segments.imageId = imdb.images.id ;
imdb.segments.mask = strrep(imdb.images.name, 'image', 'mask') ;
% make this compatible with the OS imdb
imdb.meta.classes = imdb.classes.name ;
imdb.meta.inUse = true(1,numel(imdb.meta.classes)) ;
imdb.segments.difficult = false(1, numel(imdb.segments.id)) ;