metadata

title: Magic Articulate Enhanced
emoji: 🎯
colorFrom: purple
colorTo: red
sdk: gradio
sdk_version: 5.36.2
app_file: app.py
pinned: false
license: mit
hardware: zero-gpu

🎯 Magic Articulate Enhanced

✨ Enhanced Features

🚀 Revolutionary 3D Skeletal Rigging with AI

This enhanced version of MagicArticulate provides:

🔥 Core Capabilities

📁 Universal Model Support - Upload ANY 3D model (OBJ, GLB, PLY, STL, FBX, DAE)
🤖 AI-Powered Rigging - Automatic skeletal structure generation
🎨 Multi-Format Output - Download as OBJ, TXT, or complete ZIP package
👁️ Real-time 3D Preview - Interactive Three.js visualization
⚡ ZeroGPU Acceleration - Free GPU processing in 30-120 seconds

🆕 Enhanced Features

✅ User Upload Support - No more demo-only limitations
✅ Advanced Model Validation - Automatic repair and optimization
✅ Professional Output Formats - Industry-standard skeletal data
✅ Session Management - Multi-user concurrent processing
✅ Intelligent Preprocessing - Format conversion and mesh optimization

🎯 Perfect for Investor Demonstrations

This MVP showcases a complete AI-driven 3D workflow:

Upload - Any 3D model from your device
Process - AI generates optimal skeletal structure
Preview - Real-time 3D visualization
Download - Professional multi-format outputs

🚀 Quick Start

Upload your 3D model (supports most common formats)
Describe your requirements (e.g., "human skeleton for animation")
Click Generate and wait 30-120 seconds
Preview and Download your rigged skeleton

💡 Use Cases

Game Development - Character rigging automation
Animation Studios - Rapid skeleton prototyping
AR/VR Applications - Real-time avatar creation
3D Printing - Articulated model preparation
Research & Education - Skeletal anatomy studies

🔧 Technical Details

Supported Input Formats

OBJ - Wavefront object files
GLB/GLTF - 3D transmission format
PLY - Polygon file format
STL - Stereolithography format
FBX - Filmbox format
DAE - Collada format

Output Formats

OBJ - 3D geometric representation of the skeleton
TXT - Traditional rigging format for animation software
ZIP - Complete package with all formats and processing report

Processing Pipeline

Model Validation - File format and mesh integrity checks
Automatic Repair - Fix common mesh issues (holes, normals, duplicates)
Optimization - Simplify complex models for faster processing
AI Generation - Neural network skeletal structure prediction
Post-processing - Joint optimization and bone hierarchy construction

🎮 Example Use Cases

Game Character Rigging

Input: Character.fbx (game asset)
Prompt: "humanoid skeleton for game animation with proper joint hierarchy"
Output: Complete rigging data ready for Unity/Unreal

Animal Animation

Input: Dog.obj (3D scan)  
Prompt: "quadruped skeleton with spine and tail bones"
Output: Anatomically correct animal rig

Mechanical Rigging

Input: Robot.glb (CAD model)
Prompt: "mechanical joints for robotic movement"
Output: Engineering-ready joint structure

🧬 Powered by Advanced AI

MagicArticulate Neural Network - State-of-the-art skeletal generation
Hugging Face ZeroGPU - Free high-performance computing
Advanced Preprocessing - Intelligent model optimization
Multi-User Architecture - Concurrent processing support

📊 Performance

Processing Time: 30-120 seconds (depending on model complexity)
Max File Size: 100MB
Max Vertices: 100,000 (auto-simplified if needed)
Concurrent Users: Multi-session support
Accuracy: State-of-the-art AI skeletal prediction

Citation

If you use this work, please cite:

@article{magicarticulate2024,
  title={MagicArticulate: Automatic Skeletal Rigging for 3D Models},
  author={ByteDance Research},
  year={2024}
}