├── Data ├── Autoencoder_Output_Correct.csv ├── Autoencoder_Output_Incorrect.csv ├── Data_Correct.csv ├── Data_Incorrect.csv ├── Labels_Correct.csv ├── Labels_Incorrect.csv ├── Prepare_Data_for_NN.m └── Prepare_Labels_for_NN.m ├── Distance Functions ├── Autoencoder │ ├── Encoder_DTW_btw_subjects.m │ ├── Encoder_DTW_wthn_subjects.m │ ├── Encoder_Euclidean_btw_subjects.m │ ├── Encoder_Euclidean_wth_subjects.m │ ├── Encoder_Loglikelihood_btw_subjects.m │ ├── Encoder_Loglikelihood_wthn_subjects.m │ ├── Encoder_Mahalanobis_btw_subjects.m │ └── Encoder_Mahalanobis_wthn_subjects.m ├── Maximum Variance │ ├── Var_DTW_btw_subjects.m │ ├── Var_DTW_wthn_subjects.m │ ├── Var_Euclidean_btw_subjects.m │ ├── Var_Euclidean_wthn_subjects.m │ ├── Var_Loglikelihood_btw_subjects.m │ ├── Var_Loglikelihood_wthn_subjects.m │ ├── Var_Mahalanobis_btw_subjects.m │ └── Var_Mahalanobis_wthn_subjects.m ├── No Dimensionality Reduction │ ├── DTW_btw_subjects.m │ ├── DTW_wthn_subjects.m │ ├── Euclidean_btw_subjects.m │ ├── Euclidean_wthn_subjects.m │ ├── Mahalanobis_btw_subjects.m │ └── Mahalanobis_wthn_subjects.m └── PCA │ ├── PCA_DTW_btw_subjects.m │ ├── PCA_DTW_wthn_subjects.m │ ├── PCA_Euclidean_btw_subjects.m │ ├── PCA_Euclidean_wthn_subjects.m │ ├── PCA_Loglikelihood_btw_subjects.m │ ├── PCA_Loglikelihood_wthn_subjects.m │ ├── PCA_Mahalanobis_btw_subjects.m │ └── PCA_Mahalanobis_wthn_subjects.m ├── License - MIT.txt ├── List of Files and Functions.pdf ├── Neural Networks ├── CNN, RNN for Vicon │ ├── CNN_Vicon.ipynb │ └── RNN_Vicon.ipynb ├── Dimensionality Reduction for Vicon │ ├── Autoencoder_Dims_Reduction.ipynb │ └── M01ViconDataLoader.py ├── Spatio-Temporal NN for Kinect v2 │ ├── Data_KIMORE_e5 │ │ ├── Train_X.csv │ │ └── Train_Y.csv │ ├── Data_Load.py │ └── SpatioTemporalNN_Kinect.ipynb └── Spatio-Temporal NN for Vicon │ ├── DataViconLoad.py │ └── SpatioTemporalNN_Vicon.ipynb ├── README.md ├── Results ├── CNN_Vicon_Scores.png ├── DTW_Distance_BS_MV.png ├── DTW_Distance_BS_NDR.png ├── Euclidean_Distance_BS_NDR.png ├── GMM_Encoded_Movements.png ├── GMM_Loglikelihood_BS_ENC.png ├── GMM_Loglikelihood_Scores.png ├── GMM_Movement_Quality_Scores.png ├── Mahalanobis_Distance_BS_PCA.png ├── RNN_Vicon_Scores.png ├── SpatioTemporalNN_Kinect_Scores.png └── SpatioTemporalNN_Vicon_Scores.png └── Utility Functions ├── EM_boundingCov.m ├── EM_init_regularTiming.m ├── gaussPDF.m ├── loglik.m └── plotGMM1.m /Data/Autoencoder_Output_Correct.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Data/Autoencoder_Output_Correct.csv -------------------------------------------------------------------------------- /Data/Autoencoder_Output_Incorrect.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Data/Autoencoder_Output_Incorrect.csv -------------------------------------------------------------------------------- /Data/Data_Correct.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Data/Data_Correct.csv -------------------------------------------------------------------------------- /Data/Data_Incorrect.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Data/Data_Incorrect.csv -------------------------------------------------------------------------------- /Data/Labels_Correct.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Data/Labels_Correct.csv -------------------------------------------------------------------------------- /Data/Labels_Incorrect.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Data/Labels_Incorrect.csv -------------------------------------------------------------------------------- /Data/Prepare_Data_for_NN.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Data/Prepare_Data_for_NN.m -------------------------------------------------------------------------------- /Data/Prepare_Labels_for_NN.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Data/Prepare_Labels_for_NN.m -------------------------------------------------------------------------------- /Distance Functions/Autoencoder/Encoder_DTW_btw_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/Autoencoder/Encoder_DTW_btw_subjects.m -------------------------------------------------------------------------------- /Distance Functions/Autoencoder/Encoder_DTW_wthn_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/Autoencoder/Encoder_DTW_wthn_subjects.m -------------------------------------------------------------------------------- /Distance Functions/Autoencoder/Encoder_Euclidean_btw_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/Autoencoder/Encoder_Euclidean_btw_subjects.m -------------------------------------------------------------------------------- /Distance Functions/Autoencoder/Encoder_Euclidean_wth_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/Autoencoder/Encoder_Euclidean_wth_subjects.m -------------------------------------------------------------------------------- /Distance Functions/Autoencoder/Encoder_Loglikelihood_btw_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/Autoencoder/Encoder_Loglikelihood_btw_subjects.m -------------------------------------------------------------------------------- /Distance Functions/Autoencoder/Encoder_Loglikelihood_wthn_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/Autoencoder/Encoder_Loglikelihood_wthn_subjects.m -------------------------------------------------------------------------------- /Distance Functions/Autoencoder/Encoder_Mahalanobis_btw_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/Autoencoder/Encoder_Mahalanobis_btw_subjects.m -------------------------------------------------------------------------------- /Distance Functions/Autoencoder/Encoder_Mahalanobis_wthn_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/Autoencoder/Encoder_Mahalanobis_wthn_subjects.m -------------------------------------------------------------------------------- /Distance Functions/Maximum Variance/Var_DTW_btw_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/Maximum Variance/Var_DTW_btw_subjects.m -------------------------------------------------------------------------------- /Distance Functions/Maximum Variance/Var_DTW_wthn_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/Maximum Variance/Var_DTW_wthn_subjects.m -------------------------------------------------------------------------------- /Distance Functions/Maximum Variance/Var_Euclidean_btw_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/Maximum Variance/Var_Euclidean_btw_subjects.m -------------------------------------------------------------------------------- /Distance Functions/Maximum Variance/Var_Euclidean_wthn_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/Maximum Variance/Var_Euclidean_wthn_subjects.m -------------------------------------------------------------------------------- /Distance Functions/Maximum Variance/Var_Loglikelihood_btw_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/Maximum Variance/Var_Loglikelihood_btw_subjects.m -------------------------------------------------------------------------------- /Distance Functions/Maximum Variance/Var_Loglikelihood_wthn_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/Maximum Variance/Var_Loglikelihood_wthn_subjects.m -------------------------------------------------------------------------------- /Distance Functions/Maximum Variance/Var_Mahalanobis_btw_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/Maximum Variance/Var_Mahalanobis_btw_subjects.m -------------------------------------------------------------------------------- /Distance Functions/Maximum Variance/Var_Mahalanobis_wthn_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/Maximum Variance/Var_Mahalanobis_wthn_subjects.m -------------------------------------------------------------------------------- /Distance Functions/No Dimensionality Reduction/DTW_btw_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/No Dimensionality Reduction/DTW_btw_subjects.m -------------------------------------------------------------------------------- /Distance Functions/No Dimensionality Reduction/DTW_wthn_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/No Dimensionality Reduction/DTW_wthn_subjects.m -------------------------------------------------------------------------------- /Distance Functions/No Dimensionality Reduction/Euclidean_btw_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/No Dimensionality Reduction/Euclidean_btw_subjects.m -------------------------------------------------------------------------------- /Distance Functions/No Dimensionality Reduction/Euclidean_wthn_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/No Dimensionality Reduction/Euclidean_wthn_subjects.m -------------------------------------------------------------------------------- /Distance Functions/No Dimensionality Reduction/Mahalanobis_btw_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/No Dimensionality Reduction/Mahalanobis_btw_subjects.m -------------------------------------------------------------------------------- /Distance Functions/No Dimensionality Reduction/Mahalanobis_wthn_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/No Dimensionality Reduction/Mahalanobis_wthn_subjects.m -------------------------------------------------------------------------------- /Distance Functions/PCA/PCA_DTW_btw_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/PCA/PCA_DTW_btw_subjects.m -------------------------------------------------------------------------------- /Distance Functions/PCA/PCA_DTW_wthn_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/PCA/PCA_DTW_wthn_subjects.m -------------------------------------------------------------------------------- /Distance Functions/PCA/PCA_Euclidean_btw_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/PCA/PCA_Euclidean_btw_subjects.m -------------------------------------------------------------------------------- /Distance Functions/PCA/PCA_Euclidean_wthn_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/PCA/PCA_Euclidean_wthn_subjects.m -------------------------------------------------------------------------------- /Distance Functions/PCA/PCA_Loglikelihood_btw_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/PCA/PCA_Loglikelihood_btw_subjects.m -------------------------------------------------------------------------------- /Distance Functions/PCA/PCA_Loglikelihood_wthn_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/PCA/PCA_Loglikelihood_wthn_subjects.m -------------------------------------------------------------------------------- /Distance Functions/PCA/PCA_Mahalanobis_btw_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/PCA/PCA_Mahalanobis_btw_subjects.m -------------------------------------------------------------------------------- /Distance Functions/PCA/PCA_Mahalanobis_wthn_subjects.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Distance Functions/PCA/PCA_Mahalanobis_wthn_subjects.m -------------------------------------------------------------------------------- /License - MIT.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/License - MIT.txt -------------------------------------------------------------------------------- /List of Files and Functions.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/List of Files and Functions.pdf -------------------------------------------------------------------------------- /Neural Networks/CNN, RNN for Vicon/CNN_Vicon.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Neural Networks/CNN, RNN for Vicon/CNN_Vicon.ipynb -------------------------------------------------------------------------------- /Neural Networks/CNN, RNN for Vicon/RNN_Vicon.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Neural Networks/CNN, RNN for Vicon/RNN_Vicon.ipynb -------------------------------------------------------------------------------- /Neural Networks/Dimensionality Reduction for Vicon/Autoencoder_Dims_Reduction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Neural Networks/Dimensionality Reduction for Vicon/Autoencoder_Dims_Reduction.ipynb -------------------------------------------------------------------------------- /Neural Networks/Dimensionality Reduction for Vicon/M01ViconDataLoader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Neural Networks/Dimensionality Reduction for Vicon/M01ViconDataLoader.py -------------------------------------------------------------------------------- /Neural Networks/Spatio-Temporal NN for Kinect v2/Data_KIMORE_e5/Train_X.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Neural Networks/Spatio-Temporal NN for Kinect v2/Data_KIMORE_e5/Train_X.csv -------------------------------------------------------------------------------- /Neural Networks/Spatio-Temporal NN for Kinect v2/Data_KIMORE_e5/Train_Y.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Neural Networks/Spatio-Temporal NN for Kinect v2/Data_KIMORE_e5/Train_Y.csv -------------------------------------------------------------------------------- /Neural Networks/Spatio-Temporal NN for Kinect v2/Data_Load.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Neural Networks/Spatio-Temporal NN for Kinect v2/Data_Load.py -------------------------------------------------------------------------------- /Neural Networks/Spatio-Temporal NN for Kinect v2/SpatioTemporalNN_Kinect.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Neural Networks/Spatio-Temporal NN for Kinect v2/SpatioTemporalNN_Kinect.ipynb -------------------------------------------------------------------------------- /Neural Networks/Spatio-Temporal NN for Vicon/DataViconLoad.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Neural Networks/Spatio-Temporal NN for Vicon/DataViconLoad.py -------------------------------------------------------------------------------- /Neural Networks/Spatio-Temporal NN for Vicon/SpatioTemporalNN_Vicon.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Neural Networks/Spatio-Temporal NN for Vicon/SpatioTemporalNN_Vicon.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/README.md -------------------------------------------------------------------------------- /Results/CNN_Vicon_Scores.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Results/CNN_Vicon_Scores.png -------------------------------------------------------------------------------- /Results/DTW_Distance_BS_MV.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Results/DTW_Distance_BS_MV.png -------------------------------------------------------------------------------- /Results/DTW_Distance_BS_NDR.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Results/DTW_Distance_BS_NDR.png -------------------------------------------------------------------------------- /Results/Euclidean_Distance_BS_NDR.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Results/Euclidean_Distance_BS_NDR.png -------------------------------------------------------------------------------- /Results/GMM_Encoded_Movements.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Results/GMM_Encoded_Movements.png -------------------------------------------------------------------------------- /Results/GMM_Loglikelihood_BS_ENC.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Results/GMM_Loglikelihood_BS_ENC.png -------------------------------------------------------------------------------- /Results/GMM_Loglikelihood_Scores.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Results/GMM_Loglikelihood_Scores.png -------------------------------------------------------------------------------- /Results/GMM_Movement_Quality_Scores.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Results/GMM_Movement_Quality_Scores.png -------------------------------------------------------------------------------- /Results/Mahalanobis_Distance_BS_PCA.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Results/Mahalanobis_Distance_BS_PCA.png -------------------------------------------------------------------------------- /Results/RNN_Vicon_Scores.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Results/RNN_Vicon_Scores.png -------------------------------------------------------------------------------- /Results/SpatioTemporalNN_Kinect_Scores.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Results/SpatioTemporalNN_Kinect_Scores.png -------------------------------------------------------------------------------- /Results/SpatioTemporalNN_Vicon_Scores.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Results/SpatioTemporalNN_Vicon_Scores.png -------------------------------------------------------------------------------- /Utility Functions/EM_boundingCov.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Utility Functions/EM_boundingCov.m -------------------------------------------------------------------------------- /Utility Functions/EM_init_regularTiming.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Utility Functions/EM_init_regularTiming.m -------------------------------------------------------------------------------- /Utility Functions/gaussPDF.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Utility Functions/gaussPDF.m -------------------------------------------------------------------------------- /Utility Functions/loglik.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Utility Functions/loglik.m -------------------------------------------------------------------------------- /Utility Functions/plotGMM1.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/avakanski/A-Deep-Learning-Framework-for-Assessing-Physical-Rehabilitation-Exercises/HEAD/Utility Functions/plotGMM1.m --------------------------------------------------------------------------------