3D Hand Landmark HUD
Starting MediaPipe...
-- FPS
DETECTED GESTURE Zero-Shot AI
Show hand to camera...
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AI Engine Mode
Instant 3D Geometric Vision (No training needed!)
Finger Rumble Combat
Face off against the Computer AI with real hand gestures!
PLAYER
0
STREAK / BEST
0 / 0 🔥
CPU
0
Your Gesture
❓
Ready
CPU Move
🤖
Thinking...
3
Pose hand in camera!
Click "FIGHT!" or press Spacebar to play!
TOTAL ROUNDS
0
WIN RATE
0%
FAVORITE MOVE
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Combat History Log
No rounds recorded yet. Click FIGHT! to start combat.
Real-Time Probability Breakdown
Shows instant confidence levels across all 5 gestures.
🪨 Rock (All fingers curled) 0%
📄 Paper (All fingers flat) 0%
✂️ Scissors (Index & Middle extended) 0%
🖖 Spock (Vulcan V-split) 0%
🦎 Lizard (Puppet snout / pinch) 0%
Gesture Accuracy Pro-Tips
🖖 Spock: Keep index + middle joined, ring + pinky joined, and leave a wide V-gap in the center.
🦎 Lizard: Curve your 4 fingers forward like a puppet snout, and position your thumb beneath your fingertips.
Calibrate Personalized Hand Shapes
Capture your custom hand positions and train a landmark neural network in <1 second!
🪨
Rock
0 samples
📄
Paper
0 samples
✂️
Scissors
0 samples
🖖
Spock
0 samples
🦎
Lizard
0 samples
Train Ultra-Fast Landmark MLP
Collect at least 5-10 samples per gesture, then click Train.
Epoch 0 / 15 Loss: --