mirror of
https://gitcode.com/gh_mirrors/ope/OpenFace.git
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71 lines
1.8 KiB
Matlab
71 lines
1.8 KiB
Matlab
% This is sort of the unit test for the whole module (needs datasets)
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% Will take several hours to run all
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clear
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tic
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%% Head pose
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cd('Head Pose Experiments');
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run_head_pose_tests_OpenFace_CECLM;
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assert(median(all_errors_biwi_OF(:)) < 2.7);
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assert(median(all_errors_bu_OF(:)) < 1.85);
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assert(median(all_errors_ict_OF(:)) < 1.9);
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run_head_pose_tests_OpenFace;
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assert(median(all_errors_biwi_OF(:)) < 2.7);
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assert(median(all_errors_bu_OF(:)) < 2.0);
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assert(median(all_errors_ict_OF(:)) < 2.0);
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cd('../');
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%% Features
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cd('Feature Point Experiments');
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run_OpenFace_feature_point_tests_300W;
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assert(median(err_ceclm) < 0.035);
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assert(median(err_clnf) < 0.039);
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run_yt_dataset;
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assert(median(ceclm_error) < 0.048);
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assert(median(clnf_error) < 0.053);
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run_300VW_dataset_OpenFace;
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assert(median(ceclm_error_49_cat_1) < 0.025);
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assert(median(ceclm_error_49_cat_2) < 0.027);
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assert(median(ceclm_error_49_cat_3) < 0.032);
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assert(median(ceclm_error_66_cat_1) < 0.032);
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assert(median(ceclm_error_66_cat_2) < 0.036);
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assert(median(ceclm_error_66_cat_3) < 0.042);
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assert(median(clnf_error_49_cat_1) < 0.029);
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assert(median(clnf_error_49_cat_2) < 0.035);
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assert(median(clnf_error_49_cat_3) < 0.040);
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assert(median(clnf_error_66_cat_1) < 0.039);
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assert(median(clnf_error_66_cat_2) < 0.044);
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assert(median(clnf_error_66_cat_3) < 0.049);
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cd('../');
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%% AUs
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cd('Action Unit Experiments');
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run_AU_prediction_DISFA
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assert(mean(au_res) > 0.7);
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run_AU_prediction_SEMAINE
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assert(mean(f1s) > 0.40);
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run_AU_prediction_FERA2011
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assert(mean(au_res) > 0.53);
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cd('../');
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%% Gaze
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cd('Gaze Experiments');
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extract_mpii_gaze_test
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assert(mean_error < 9.1)
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assert(median_error < 8.5)
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cd('../');
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%% Demos
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cd('Demos');
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run_demo_images;
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run_demo_videos;
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run_demo_video_multi;
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feature_extraction_demo_vid;
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feature_extraction_demo_img_seq;
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gaze_extraction_demo_vid;
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cd('../');
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toc |