The main goal of the project is to create a unified technological platform for medical rehabilitation by monitoring the implementation of exercises set remotely.In the proposed case, the user registers on the system portal and gets access to methodological booklet and video materials for performing a set of exercises.The patient, depending on the prescribed rehabilitation program, receives for a period of time (2-3 months) a software and hardware complex for monitoring the implementation of the set of exercises with high amplitude.The implementation of sets of exercises is carried out with automatic control using the innovation system on the base of TOF (Time of Flight) camera. It is important that the patient's video is not transferred to the cloud infrastructure. All processing is carried out on the side of the system located in the patient destination. © 2024 IEEE.