Human Motion Analyzer is an app that allows users to acquire data from sensors such as gyroscope and accelerometer. The acquired data will be saved in a csv file which can be shared on other devices. In addition, the app allows you to extract features, both in the time domain and in the frequency domain, for training machine learning models. The CSV files with the extracted features can be shared on a PC to be used for training machine learning models. Finally, the app will allow you to upload an MLP network in XML format to test the model in real-time for the classification of 5 movements: idle, running, walking, climbing stairs, going down stairs.