A LSTM model to classify current type user activity based on sensor inputs.
Sensor input from a person walking (3-axis on a gyroscope).

Calculated probability for each user activity given input above:

Uses the WISDOM dataset: https://www.cis.fordham.edu/wisdm/dataset.php
Demo mobile app: https://github.com/DaiCapra/activity-app