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AI Neural Interface
The AI Neural Interface is a cutting-edge experimental project that bridges the gap between human gestures and digital environments. By leveraging MediaPipe's advanced hand-tracking and Three.js's rendering capabilities, this application allows users to interact with 3D holograms in real-time using only their webcam.
Year
2024
Role
Lead Developer
Category
Experimental AI
Client
Self-Initiated
Features & Functionalities
- Real-time hand tracking with sub-millimeter precision
- Dynamic 3D holographic rendering using Three.js
- Gesture-based navigation and control system
- Physics-based interaction with virtual objects
- High-performance low-latency processing
The Challenge
"The primary challenge was maintaining a smooth 60fps frame rate while simultaneously running complex AI models for hand tracking and rendering detailed 3D geometries in the browser."
The Solution
I implemented a worker-thread based architecture to offload heavy AI computations from the main thread and optimized the Three.js scene with custom shaders and instance rendering.
Tech Stack
Next.jsThree.jsAIGSAPMediaPipe
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