IEEE/ICACT20260043 Slide.14        [Big Slide]       Oral Presentation
For Feature Extraction, MediaPipe gives us 21 distinct fiducial points for each detected hand, such as the Wrist and Finger Tips. Each point has (x, y, z) coordinates, but we explicitly discard the z-coordinate to reduce noise, as webcam depth estimation is unreliable. This leaves us with a feature vector of 42 features per hand (21 points Ąż 2 axes). For two hands, our total input is 84 features.

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