What it does
Identifies a gesture based on the pattern of velocities. You can theoretically link this to IoT devices and unlock them, hands-free!
The system currently tracks your hand while you are pinching.
How I built it
It uses k-means to group the velocity data, and uses a Hidden Markov Model to test other gestures against it. It uses Python throughout—numpy, scklearn, and the Leap SDK.
Challenges I ran into
I don't know
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