on-the-role-of-features-in-har

Implementation of the models studied in the paper: On the role of features in human activity recognition.

Dataset

The preprocessed dataset can be downloaded from this link. Each of the five datasets (as .mat files) is available inside the corresponding folder. Please refer to data_loader.py for loading the data.

Details coming soon!

• Pre-processed datasets
• Autoencoder training and evaluation
  • Vanilla autoencoder
  • Convolutional autoencoder
  • Recurrent autoencoder
• Supervised (DeepConvLSTM) network training
• Trained models