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How can i create a gesture based recognition system?

I have to create a gesture based recognition system that can detect my gestures and perform certain tasks like playing a media player or opening a webpage.I researched online and saw a lot of videos about the gesture based recognition system but none of them explained how they did that and most of the codes are really hard to understand. So, is there any tutorial or links about the gesture based recognition system that i can read and understand? Please help me out.