Tutorial

Your first gesture model

Build a rock-paper-scissors recogniser end to end — capture, train, detect.

1. Create the project

Open Gesto Labeller, create a new project, and choose the Hands region with one hand and Static mode. Add three classes: rock, paper, scissors.

2. Capture samples

Select each class, hold the hand shape in front of your webcam, and press Capture around 25 times per class. Vary the angle and distance slightly for robustness.

Tip: keep Normalise on so hand position and size don't matter.

3. Train

Copy the project path from the project card, then:

gesto train static hands_one "C:\...\gesto_projects\rps"

4. Detect

gesto detect static hands_one

Make each shape at your camera — you'll see the matching class light up with its confidence bar. That's a working gesture model.

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