Microsoft Link

This repository contains preprocessing codes of the microsoft exercise recognition from wearables sensor datasets. In the official repo, only the data is uploaded. Here, I uploaded the matlab file to preprocess the exercise_data.50.0000_singleonly.mat file into csv file. Moreover, I uploaded a Jupyter notebook to preprocess the file into a format for deep learning / machine learning application.

Steps to follow

1. Download the exercise_data.50.0000_singleonly.mat file from the above Microsoft official link.
2. Run the matlab file process_matlab.m. This will save each user record into a csv file. Place all the generated files in raw_data directory.
3. Run through the preprocess_ms_data.ipynb file. Currently, I have chunked the data with a window size of 160.

Data Screenshot