41 lines
1.2 KiB
Mathematica
41 lines
1.2 KiB
Mathematica
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function [geom_data, valid_ids] = Read_geom_files(users, hog_data_dir)
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geom_data = [];
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valid_ids = [];
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load('../../pca_generation/pdm_68_aligned_wild.mat');
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for i=1:numel(users)
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geom_files = dir([hog_data_dir, '/train/', users{i} '*.params.txt']);
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geom_dir = [hog_data_dir, '/train/'];
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if(isempty(geom_files))
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geom_files = dir([hog_data_dir, '/devel/', users{i} '*.params.txt']);
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geom_dir = [hog_data_dir, '/devel/'];
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end
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for h=1:numel(geom_files)
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geom_file = [geom_dir, geom_files(h).name];
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[~, nm, ~] = fileparts(geom_file);
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m_file = [geom_dir, '/' nm '.params.mat'];
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if(~exist(m_file, 'file'))
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res = dlmread(geom_file, ',', 1, 0);
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save(m_file, 'res');
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else
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load(m_file);
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end
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valid = res(:, 4);
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res = res(:, 11:end);
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actual_locs = res * V';
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res = cat(2, actual_locs, res);
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valid_ids = cat(1, valid_ids, valid);
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geom_data = cat(1, geom_data, res);
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end
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end
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end
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