We see numerous games coming up daily in gaming industry. But at the end of the day the way of playing the game is by either keyboard or mouse. Thanks to advancement in ML/AI and Image processing we can now detect the pose of human body with extreme accuracy. This principle can be used for controlling game and this what project is about. In this project I have made a game completely from scratch. Sprites were made using https://www.piskelapp.com/. In the game we have a main character whose role is to collect as many as multicolored flower to increase score which in turn will increase Total. The player need to avoid the stones which increases collisions and decreases score as penalty. Also more the distance travelled more is the increase in Total Here is formula to calculate it Total = Score5 + Distance/3 - Collisions10 Then we are using hand detection to detect hand and process the data. The events can be triggered by following. To move left raise index finger. To move right raise pinky And to be in center raise all fingers. And thus using hands we can play game seamlessly and have a complete different experience from conventional gaming