Guides

Collection of technical guides covering machine learning, avatar animation, and real-time inference in browsers.

Featured Guides

🎬 LipNet & Avatar Integration

Comprehensive technical guide for integrating LipNet with 3D avatars. Covers 7 major animation libraries, performance benchmarks, and implementation strategies.

• Best for: Developers building animated avatars with lip-sync
• Time to read: 15 min
• Difficulty: Intermediate

→ Read Guide

🔍 Netron: Neural Network Visualization

Essential tool for understanding and analyzing neural network models. Supports 40+ formats and provides interactive layer inspection.

• Best for: Model debugging and documentation
• Time to read: 8 min
• Difficulty: Beginner

→ Read Guide

🧠 Browser-Based ML Inference

Complete comparison of frameworks and tools for running machine learning directly in the browser. Includes performance benchmarks and implementation tips.

• Best for: Building client-side ML applications
• Time to read: 20 min
• Difficulty: Intermediate

→ Read Guide

Quick Links

• Performance Research
• Model Visualization
• Inference Framework Comparison

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