As the population increases day by day, the pollution and chances of traumas are increases. The health monitoring is also important to make physically strong. A load of physiotherapist is increased which result in poor performance of the patient exercise. The system is developed which increases the efficiency of a physiotherapist. Kinet based exercise system is developed which monitor and assign an exercise to the person. In defensive and rehabilitative healthcare, physical exercises are powerful involvement. However, a program may need in the range of thousands of practice repetitions, and many people do not adhere to the program making the exercise futile, or even dangerous. In recent years, applications developed based on Kinet are getting admired since human poses can be more easily estimated based on the sensed RGB-D information. There is no accurateness of doing free-hand exercise prescribed by physiotherapy Doctor. On the other, doing exercise is not that much interesting to do alone.