Itch realtime detection

We worked in a research project with a dermatologists in finding non-intrusive way to ease itch problems. As part of the projects, we want to detect scratching events (e.g. when a patient scratch). Able to detect this kind of events is vital in researching possible solutions.

For this project, we use the MYO armband which can capture readings regarding arm movement. and we developed a custom deep learning models to detect and classify events based on the captured signals.

Here is a medium blog pose to explain more in details:

https://medium.com/softmind-engineering/real-time-activity-recognition-with-accelerometer-and-gyroscope-sensor-myo-663cda8536e6