Nodal
Inspiration
We wanted to bridge the gap between physical gesture and digital music creation. Traditional MIDI controllers are limiting - what if you could conduct music with natural hand movements, seeing your musical ideas bloom in real-time as living, breathing visual structures?
What it does
Nodal is an interactive music performance tool that transforms hand gestures into MIDI notes with real-time visual feedback. Users can:
- Conduct with hands or markers - Move two markers (or use hand tracking) across a multi-lane canvas
- Generate polyphonic melodies - Control multiple independent voices simultaneously
- See music grow - Watch notes spawn as animated nodal tree structures that evolve with your performance
- Shape sound spatially - X-axis controls stereo panning, Y-axis controls pitch
- Stay in key - Automatic scale quantization (Major, Minor, Dorian, Lydian, Mixolydian, Chromatic)
- Send MIDI output - Connects to your DAW (Ableton, Logic, etc.) via virtual MIDI buses
How we built it
Tech Stack:
- React with TypeScript for the UI framework
- Web Audio API for audio analysis and preview tones
- Web MIDI API for DAW integration
- Canvas API for high-performance visual rendering
- MediaPipe Hands (via HandTracker component) for computer vision hand tracking
- Custom algorithms for scale quantization and directional lane selection
Challenges we ran into
- Hand tracking coordinate mapping - Converting webcam coordinates to canvas space while accounting for mirror-flipped video was tricky
- Multi-lane MIDI routing - Ensuring each lane sends to the correct MIDI channel without cross-talk
- Performance optimization - Rendering multiple canvas animations at 60fps while processing MIDI and audio analysis
- Touch vs. hand tracking UX - Making both interaction modes feel natural and responsive
- Scale quantization - Snapping pitches to musical scales while maintaining smooth gesture control
- Visual feedback timing - Synchronizing highlight animations, node spawning, and MIDI output without lag
Accomplishments that we're proud of
- Seamless hand tracking integration - Natural, latency-free performance with computer vision
- Beautiful generative visuals - The nodal trees create genuinely artistic, unique patterns for every performance
- Professional audio routing - Rock-solid MIDI implementation that works with industry DAWs
- Accessibility - Dark mode, multiple control schemes, and visual feedback for audio
- Musical intelligence - Scale quantization keeps performances sounding musical even with imperfect gestures
- Polish - Smooth animations, responsive controls, and thoughtful UI design throughout
What's next for Nodal
- More scales - Pentatonic, Harmonic Minor, Whole Tone, Custom scale builder
- Gesture vocabulary - Recognize conducting patterns (crescendo, staccato, legato)
- Collaboration mode - Multiple performers controlling different lanes simultaneously
- ML-powered assistance - Predict and suggest next notes based on musical context
- Mobile support - Touch-optimized interface for tablets
- 3D visualization mode - Depth dimension for velocity or expression control
Try it yourself
Experience the future of gestural music creation - conduct with your hands and watch music come alive!
Setup:
- Connect a virtual MIDI bus (IAC Driver on Mac, loopMIDI on Windows)
- Route to your DAW
- Enable hand tracking or drag the markers
- Make music!
Built With
- css
- html
- mediapipe
- motion
- python
- react
- typescript
- vite





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