From 5960fb91d7a41a982e49b4bd86ce5952b30e7f3a Mon Sep 17 00:00:00 2001 From: Tadas Baltrusaitis Date: Sun, 8 Apr 2018 18:53:21 +0100 Subject: [PATCH] Adding DISFA trained models. --- exe/releases/package_windows_executables.m | 2 +- .../DISFA/Script_HOG_SVM_train_dyn.m | 10 +++ .../DISFA/Script_HOG_SVM_train_stat.m | 13 +++- .../DISFA/Script_HOG_SVR_train_dyn.m | 68 ++++++++++++++++++ .../DISFA/Script_HOG_SVR_train_stat.m | 68 ++++++++++++++++++ .../DISFA/classifiers/AU_12_dyn.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_12_dyn.mat | Bin 13482 -> 13401 bytes .../DISFA/classifiers/AU_12_stat.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_12_stat.mat | Bin 13371 -> 13335 bytes .../DISFA/classifiers/AU_15_dyn.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_15_dyn.mat | Bin 13464 -> 13444 bytes .../DISFA/classifiers/AU_15_stat.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_15_stat.mat | Bin 13477 -> 13574 bytes .../DISFA/classifiers/AU_17_dyn.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_17_dyn.mat | Bin 14729 -> 14782 bytes .../DISFA/classifiers/AU_17_stat.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_17_stat.mat | Bin 14605 -> 13751 bytes .../DISFA/classifiers/AU_1_dyn.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_1_dyn.mat | Bin 13529 -> 13260 bytes .../DISFA/classifiers/AU_1_stat.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_1_stat.mat | Bin 14379 -> 14768 bytes .../DISFA/classifiers/AU_20_dyn.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_20_dyn.mat | Bin 13136 -> 13061 bytes .../DISFA/classifiers/AU_20_stat.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_20_stat.mat | Bin 15155 -> 14851 bytes .../DISFA/classifiers/AU_25_dyn.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_25_dyn.mat | Bin 13725 -> 13643 bytes .../DISFA/classifiers/AU_25_stat.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_25_stat.mat | Bin 14708 -> 13993 bytes .../DISFA/classifiers/AU_26_dyn.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_26_dyn.mat | Bin 13728 -> 13713 bytes .../DISFA/classifiers/AU_26_stat.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_26_stat.mat | Bin 13868 -> 14045 bytes .../DISFA/classifiers/AU_2_dyn.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_2_dyn.mat | Bin 13633 -> 13261 bytes .../DISFA/classifiers/AU_2_stat.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_2_stat.mat | Bin 13087 -> 12931 bytes .../DISFA/classifiers/AU_4_dyn.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_4_dyn.mat | Bin 14074 -> 15714 bytes .../DISFA/classifiers/AU_4_stat.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_4_stat.mat | Bin 13988 -> 14137 bytes .../DISFA/classifiers/AU_5_dyn.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_5_dyn.mat | Bin 14171 -> 14381 bytes .../DISFA/classifiers/AU_5_stat.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_5_stat.mat | Bin 13088 -> 13358 bytes .../DISFA/classifiers/AU_6_dyn.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_6_dyn.mat | Bin 13268 -> 13235 bytes .../DISFA/classifiers/AU_6_stat.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_6_stat.mat | Bin 13217 -> 13305 bytes .../DISFA/classifiers/AU_9_dyn.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_9_dyn.mat | Bin 15081 -> 14926 bytes .../DISFA/classifiers/AU_9_stat.dat | Bin 0 -> 75284 bytes .../DISFA/classifiers/AU_9_stat.mat | Bin 15245 -> 15278 bytes .../DISFA/regressors/AU_12_dyn_intensity.mat | Bin 0 -> 181643 bytes .../regressors/AU_12_dynamic_intensity.dat | Bin 0 -> 75276 bytes .../regressors/AU_12_static_intensity.dat | Bin 0 -> 75268 bytes .../regressors/AU_12_static_intensity.mat | Bin 0 -> 223884 bytes .../DISFA/regressors/AU_15_dyn_intensity.mat | Bin 0 -> 168762 bytes .../regressors/AU_15_dynamic_intensity.dat | Bin 0 -> 75276 bytes .../regressors/AU_15_static_intensity.dat | Bin 0 -> 75268 bytes .../regressors/AU_15_static_intensity.mat | Bin 0 -> 190944 bytes .../DISFA/regressors/AU_17_dyn_intensity.mat | Bin 0 -> 181614 bytes .../regressors/AU_17_dynamic_intensity.dat | Bin 0 -> 75276 bytes .../regressors/AU_17_static_intensity.dat | Bin 0 -> 75268 bytes .../regressors/AU_17_static_intensity.mat | Bin 0 -> 251408 bytes .../DISFA/regressors/AU_1_dyn_intensity.mat | Bin 0 -> 170191 bytes .../regressors/AU_1_dynamic_intensity.dat | Bin 0 -> 75276 bytes .../regressors/AU_1_static_intensity.dat | Bin 0 -> 75268 bytes .../regressors/AU_1_static_intensity.mat | Bin 0 -> 255026 bytes .../DISFA/regressors/AU_20_dyn_intensity.mat | Bin 0 -> 132267 bytes .../regressors/AU_20_dynamic_intensity.dat | Bin 0 -> 75276 bytes .../regressors/AU_20_static_intensity.dat | Bin 0 -> 75268 bytes .../regressors/AU_20_static_intensity.mat | Bin 0 -> 254172 bytes .../DISFA/regressors/AU_25_dyn_intensity.mat | Bin 0 -> 259781 bytes .../regressors/AU_25_dynamic_intensity.dat | Bin 0 -> 75276 bytes .../regressors/AU_25_static_intensity.dat | Bin 0 -> 75268 bytes .../regressors/AU_25_static_intensity.mat | Bin 0 -> 189330 bytes .../DISFA/regressors/AU_26_dyn_intensity.mat | Bin 0 -> 245541 bytes .../regressors/AU_26_dynamic_intensity.dat | Bin 0 -> 75276 bytes .../regressors/AU_26_static_intensity.dat | Bin 0 -> 75268 bytes .../regressors/AU_26_static_intensity.mat | Bin 0 -> 152244 bytes .../DISFA/regressors/AU_2_dyn_intensity.mat | Bin 0 -> 146690 bytes .../regressors/AU_2_dynamic_intensity.dat | Bin 0 -> 75276 bytes .../regressors/AU_2_static_intensity.dat | Bin 0 -> 75268 bytes .../regressors/AU_2_static_intensity.mat | Bin 0 -> 115081 bytes .../DISFA/regressors/AU_4_dyn_intensity.mat | Bin 0 -> 233869 bytes .../regressors/AU_4_dynamic_intensity.dat | Bin 0 -> 75276 bytes .../regressors/AU_4_static_intensity.dat | Bin 0 -> 75268 bytes .../regressors/AU_4_static_intensity.mat | Bin 0 -> 203708 bytes .../DISFA/regressors/AU_5_dyn_intensity.mat | Bin 0 -> 106217 bytes .../regressors/AU_5_dynamic_intensity.dat | Bin 0 -> 75276 bytes .../regressors/AU_5_static_intensity.dat | Bin 0 -> 75268 bytes .../regressors/AU_5_static_intensity.mat | Bin 0 -> 186243 bytes .../DISFA/regressors/AU_6_dyn_intensity.mat | Bin 0 -> 221586 bytes .../regressors/AU_6_dynamic_intensity.dat | Bin 0 -> 75276 bytes .../regressors/AU_6_static_intensity.dat | Bin 0 -> 75268 bytes .../regressors/AU_6_static_intensity.mat | Bin 0 -> 249365 bytes .../DISFA/regressors/AU_9_dyn_intensity.mat | Bin 0 -> 145087 bytes .../regressors/AU_9_dynamic_intensity.dat | Bin 0 -> 75276 bytes .../regressors/AU_9_static_intensity.dat | Bin 0 -> 75268 bytes .../regressors/AU_9_static_intensity.mat | Bin 0 -> 229987 bytes 101 files changed, 159 insertions(+), 2 deletions(-) create mode 100644 matlab_version/AU_training/experiments/DISFA/Script_HOG_SVR_train_dyn.m create mode 100644 matlab_version/AU_training/experiments/DISFA/Script_HOG_SVR_train_stat.m create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_12_dyn.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_12_stat.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_15_dyn.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_15_stat.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_17_dyn.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_17_stat.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_1_dyn.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_1_stat.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_20_dyn.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_20_stat.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_25_dyn.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_25_stat.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_26_dyn.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_26_stat.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_2_dyn.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_2_stat.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_4_dyn.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_4_stat.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_5_dyn.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_5_stat.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_6_dyn.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_6_stat.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_9_dyn.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/classifiers/AU_9_stat.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_12_dyn_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_12_dynamic_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_12_static_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_12_static_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_15_dyn_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_15_dynamic_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_15_static_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_15_static_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_17_dyn_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_17_dynamic_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_17_static_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_17_static_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_1_dyn_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_1_dynamic_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_1_static_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_1_static_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_20_dyn_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_20_dynamic_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_20_static_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_20_static_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_25_dyn_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_25_dynamic_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_25_static_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_25_static_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_26_dyn_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_26_dynamic_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_26_static_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_26_static_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_2_dyn_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_2_dynamic_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_2_static_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_2_static_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_4_dyn_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_4_dynamic_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_4_static_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_4_static_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_5_dyn_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_5_dynamic_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_5_static_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_5_static_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_6_dyn_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_6_dynamic_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_6_static_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_6_static_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_9_dyn_intensity.mat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_9_dynamic_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_9_static_intensity.dat create mode 100644 matlab_version/AU_training/experiments/DISFA/regressors/AU_9_static_intensity.mat diff --git a/exe/releases/package_windows_executables.m b/exe/releases/package_windows_executables.m index 4603956..d9a69fb 100644 --- a/exe/releases/package_windows_executables.m +++ b/exe/releases/package_windows_executables.m @@ -1,5 +1,5 @@ clear; -version = '0.4.1'; +version = '1.0.0'; out_x86 = sprintf('OpenFace_%s_win_x86', version); out_x64 = sprintf('OpenFace_%s_win_x64', version); diff --git a/matlab_version/AU_training/experiments/DISFA/Script_HOG_SVM_train_dyn.m b/matlab_version/AU_training/experiments/DISFA/Script_HOG_SVM_train_dyn.m index 2b1e4e1..ec658d5 100644 --- a/matlab_version/AU_training/experiments/DISFA/Script_HOG_SVM_train_dyn.m +++ b/matlab_version/AU_training/experiments/DISFA/Script_HOG_SVM_train_dyn.m @@ -53,4 +53,14 @@ for a=1:numel(aus) save(name, 'model', 'accuracies', 'F1s', 'corrs', 'rms', 'ccc', 'prediction', 'valid_labels'); + name = sprintf('classifiers/AU_%d_dyn.dat', au); + + pos_lbl = model.Label(1); + neg_lbl = model.Label(2); + + w = model.w(1:end-1)'; + b = model.w(end); + + svs = bsxfun(@times, PC, 1./scaling') * w; + write_lin_svm(name, means, svs, b, pos_lbl, neg_lbl); end \ No newline at end of file diff --git a/matlab_version/AU_training/experiments/DISFA/Script_HOG_SVM_train_stat.m b/matlab_version/AU_training/experiments/DISFA/Script_HOG_SVM_train_stat.m index c946caa..e1ec422 100644 --- a/matlab_version/AU_training/experiments/DISFA/Script_HOG_SVM_train_stat.m +++ b/matlab_version/AU_training/experiments/DISFA/Script_HOG_SVM_train_stat.m @@ -51,6 +51,17 @@ for a=1:numel(aus) [ accuracies, F1s, corrs, ccc, rms, classes ] = evaluate_regression_results( prediction, valid_labels ); - save(name, 'model', 'accuracies', 'F1s', 'corrs', 'rms', 'ccc', 'prediction', 'valid_labels'); + save(name, 'model', 'accuracies', 'F1s', 'corrs', 'rms', 'ccc', 'prediction', 'valid_labels'); + + name = sprintf('classifiers/AU_%d_stat.dat', au); + + pos_lbl = model.Label(1); + neg_lbl = model.Label(2); + + w = model.w(1:end-1)'; + b = model.w(end); + + svs = bsxfun(@times, PC, 1./scaling') * w; + write_lin_svm(name, means, svs, b, pos_lbl, neg_lbl); end \ No newline at end of file diff --git a/matlab_version/AU_training/experiments/DISFA/Script_HOG_SVR_train_dyn.m b/matlab_version/AU_training/experiments/DISFA/Script_HOG_SVR_train_dyn.m new file mode 100644 index 0000000..cdba513 --- /dev/null +++ b/matlab_version/AU_training/experiments/DISFA/Script_HOG_SVR_train_dyn.m @@ -0,0 +1,68 @@ +% Change to your downloaded location +clear +addpath('C:\liblinear\matlab') +addpath('../training_code') +addpath('../utilities') + +%% load shared definitions and AU data +shared_defs; + +% Set up the hyperparameters to be validated +hyperparams.c = 10.^(-7:1:3); +hyperparams.p = 10.^(-2); + +hyperparams.validate_params = {'c', 'p'}; + +% Set the training function +svr_train = @svr_train_linear_shift; + +% Set the test function (the first output will be used for validation) +svr_test = @svr_test_linear_shift; + +%% +for a=1:numel(aus) + + au = aus(a); + + rest_aus = setdiff(all_aus, au); + + % make sure validation data's labels are balanced + [users_train, users_valid] = get_balanced_fold(DISFA_dir, users, au, 1/4, 1); + + % need to split the rest + [train_samples, train_labels, valid_samples, valid_labels, ~, PC, means, scaling, valid_ids, valid_success] = Prepare_HOG_AU_data_generic_dynamic(users_train, users_valid, au, rest_aus, DISFA_dir, hog_data_dir); + + train_samples = sparse(train_samples); + valid_samples = sparse(valid_samples); + + %% Validate here + hyperparams.success = valid_success; + hyperparams.valid_samples = valid_samples; + hyperparams.valid_labels = valid_labels; + hyperparams.vid_ids = valid_ids; + + [ best_params, ~ ] = validate_grid_search_no_par(svr_train, svr_test, false, train_samples, train_labels, valid_samples, valid_labels, hyperparams); + + model = svr_train(train_labels, train_samples, best_params); + model.success = valid_success; + model.vid_ids = valid_ids; + + [~, prediction] = svr_test(valid_labels, valid_samples, model); + + name = sprintf('regressors/AU_%d_dyn_intensity.mat', au); + + [ accuracies, F1s, corrs, ccc, rms, classes ] = evaluate_regression_results( prediction, valid_labels ); + + save(name, 'model', 'accuracies', 'F1s', 'corrs', 'rms', 'ccc', 'prediction', 'valid_labels'); + + % Write out the model + name = sprintf('regressors/AU_%d_dynamic_intensity.dat', au); + + w = model.w(1:end-1)'; + b = model.w(end); + + svs = bsxfun(@times, PC, 1./scaling') * w; + + write_lin_dyn_svr(name, means, svs, b, model.cutoff); + +end \ No newline at end of file diff --git a/matlab_version/AU_training/experiments/DISFA/Script_HOG_SVR_train_stat.m b/matlab_version/AU_training/experiments/DISFA/Script_HOG_SVR_train_stat.m new file mode 100644 index 0000000..7ec3f49 --- /dev/null +++ b/matlab_version/AU_training/experiments/DISFA/Script_HOG_SVR_train_stat.m @@ -0,0 +1,68 @@ +% Change to your downloaded location +clear +addpath('C:\liblinear\matlab') +addpath('../training_code') +addpath('../utilities') + +%% load shared definitions and AU data +shared_defs; + +% Set up the hyperparameters to be validated +hyperparams.c = 10.^(-7:1:3); +hyperparams.p = 10.^(-2); + +hyperparams.validate_params = {'c', 'p'}; + +% Set the training function +svr_train = @svr_train_linear; + +% Set the test function (the first output will be used for validation) +svr_test = @svr_test_linear; + +%% +for a=1:numel(aus) + + au = aus(a); + + rest_aus = setdiff(all_aus, au); + + % make sure validation data's labels are balanced + [users_train, users_valid] = get_balanced_fold(DISFA_dir, users, au, 1/4, 1); + + % need to split the rest + [train_samples, train_labels, valid_samples, valid_labels, ~, PC, means, scaling, valid_ids, valid_success] = Prepare_HOG_AU_data_generic(users_train, users_valid, au, rest_aus, DISFA_dir, hog_data_dir); + + train_samples = sparse(train_samples); + valid_samples = sparse(valid_samples); + + %% Validate here + hyperparams.success = valid_success; + hyperparams.valid_samples = valid_samples; + hyperparams.valid_labels = valid_labels; + hyperparams.vid_ids = valid_ids; + + [ best_params, ~ ] = validate_grid_search_no_par(svr_train, svr_test, false, train_samples, train_labels, valid_samples, valid_labels, hyperparams); + + model = svr_train(train_labels, train_samples, best_params); + model.success = valid_success; + model.vid_ids = valid_ids; + + [~, prediction] = svr_test(valid_labels, valid_samples, model); + + name = sprintf('regressors/AU_%d_static_intensity.mat', au); + + [ accuracies, F1s, corrs, ccc, rms, classes ] = evaluate_regression_results( prediction, valid_labels ); + + save(name, 'model', 'accuracies', 'F1s', 'corrs', 'rms', 'ccc', 'prediction', 'valid_labels'); + + % Write out the model + name = sprintf('regressors/AU_%d_static_intensity.dat', au); + + w = model.w(1:end-1)'; + b = model.w(end); + + svs = bsxfun(@times, PC, 1./scaling') * w; + + write_lin_svr(name, means, svs, b); + +end \ No newline at end of file diff --git a/matlab_version/AU_training/experiments/DISFA/classifiers/AU_12_dyn.dat b/matlab_version/AU_training/experiments/DISFA/classifiers/AU_12_dyn.dat new file mode 100644 index 0000000000000000000000000000000000000000..3b3e37c331921453d767e2a0de418718f1876c1f GIT binary patch literal 75284 zcmWifcQls&8^=*rQX!F)y(=V}-X$_Bg%T1nB1It-La8VvGueCZz4zXatwG|eghUFN zzx(%x^Bm_q=Q+=FfA0Ib-q-v6x^|M0k&zRBMvP=+RK)9l+oiwHF%O|_n%B^Px*u2l z!?ewKn(*Sj?NV4^8vbmsoj!3U48Nz}v98~E4x2qeiJ=b9P}$aT<2u)KtXhwnC)K^d z!?LV82bFN}lRMDaT#Cb~glp~|E-Cnu*QzppKLze4-=pV^;*guF6uCVX0HJ?4o;dmr zJwbm3Dy@>>uiCOem06ANekMoQ!iSK1l3Hb)YXFzM)<ISC!t0mU(exLwxIx7#-;t6IE(a=Vedao}wmu+jQ#OD*q49oTesE6!^5fOU12}kpf~g~&*e`8Y!9S$+$gGsZl7G7^zTxbKWy1W zdpZgG&+G_w?+n5Ef&BD<`+m@V9UYc$6@V@MSzoX2aD;?XGpF|_VJ@?kBGj)E_CC`p z+4CLfqmLk~_|bvQ#Y1IH7b_8bhE>+zJ{z-(D%u=HnbNn^4+wadk@AmXeo^=5lG>|*qa-*_Xi5Can={F>Vt1fTfN&y>9akbf^k-mx_Z+KU{$vUg*l{biju zkh26ILt<3^miHkeWXb1^%MeU-NuO(4Zc!@joYJo(w|6_p^hB&i(G_F`IlJ$t0496={Y 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