Gesture Proof Read the movement

On-device laboratory

Private, on-device gesture research

Gesture Proof

When a hand moves, what can you trust?

Eight visual studies make hand tracking legible: signal, confidence, intent, then controlled consequence.

Open a study. Try its deterministic fixture or start your device camera.

Try Gesture State Matrix Read the research spine

Camera starts only after your click.

  • 21 landmarks
  • 0 uploads
  • 1 visible decision at a time

08 studies / local only / no hidden capture

A visible method

Do not skip
the evidence.

Each study answers one practical question before the next one is allowed to become more expressive.

  1. Phase 01 / observation

    See the signal before naming it.

    Start with the tracker’s 21 points, their confidence, and the gaps where evidence is missing.

    Open Landmark Explorer

  2. Phase 02 / temporal evidence

    Make intent earn its name.

    Ratios, hysteresis, confirmation, and release turn a noisy pose into a state that can safely persist.

    002 Intent Gate 003 Calibration Bench

  3. Phase 03 / gesture vocabulary

    Give different gestures one temporal contract.

    A shared state matrix makes activation, hold, uncertainty, and release inspectable instead of mysterious.

    Open Gesture State Matrix

  4. Phase 04 / material response

    Let movement change a field, not the rules.

    Effects receive normalized signals. Tracking stays separate, visible, and reversible.

    005 Motion Field 006 Object Bench 007 Aperture Field 008 Aperture Object Set

Start where it moves

005 / Motion Field

Velocity becomes a visible force.

Palm center → speed → bounded particle field

006 / Object Manipulation Bench

Confirm the gesture. Then transform one cube.

Locked state → translate / rotate / scale

007 / Aperture Field

Two hands make an optical field.

Reliable contact → refraction / pixelate / blur

008 / Aperture Object Set

Containment becomes a shared command.

Aperture preview → neutral → set transform

Experiment index

Every question.
Every result.

Phase 01

Observe the signal

  1. 001 Landmark Explorer What does the tracker actually see? Decision / revise
Phase 02

Name intent

  1. 002 Intent Gate When does a pinch become intent? Decision / revise
  2. 003 Gesture Calibration Bench Can local calibration improve two gesture families? Validation / active
Phase 03

Compose vocabulary

  1. 004 Gesture State Matrix Can five gesture families share one temporal contract? Validation / active
Phase 04

Make movement material

  1. 005 Motion Field Can palm velocity drive an effect through a clean boundary? Validation / active
  2. 006 Object Manipulation Bench Can locked gestures transform one wireframe cube? Validation / active
  3. 007 Aperture Field Can two hands earn a selective optical field? Validation / active
  4. 008 Aperture Object Set Can a complete hand field select a transformable cube set? Validation / active