It is Sequence Classification using LSTM.
It classifies sequences of accelerometer data recorded by specialized smart phones into known well-defined activities using LSTM.The six activities performed were as follows:
1. Walking
2. Walking Upstairs
3. Walking Downstairs
4. Sitting
5. Standing
6. Laying. The dataset used here is UCI HAR dataset. Link to dataset is https://archive.ics.uci.edu/ml/machine-learning-databases/00240/UCI%20HAR%20Dataset.zip