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Hand Gesture Identification on Hand Gesture Identification dataset (train)

0.6244Silhouette ScoreGaussian Mixture Model
0.6074480.6118490.616250.620651Jan 19, 2026

Evaluation results

MethodLinks
Gaussian Mixture ModelGesture actions=Pick, Push, Stack, Wave, Number of videos=20, Detection time (seconds/frame)=0.332026.010.6244
K-means clustering and support vector machineGesture actions=Pick, Push, Stack, Wave, Number of videos=20, Detection time (seconds/frame)=0.332026.010.6081