Hanzo Studio

AI-powered content-aware inpainting for videos and images. Intelligently remove and reconstruct content using Hanzo Studio, DiffuEraser, and SAM2.

Part of the Hanzo AI ecosystem.

Features

• 🎨 Content-Aware Inpainting - AI reconstructs removed areas intelligently
• 🪄 Smart Removal - Remove watermarks, objects, blemishes, or any unwanted elements
• 🧠 Context Understanding - Analyzes surroundings to generate realistic fill content
• 🤖 SAM2 Integration - Click-to-segment any object with precision (optional)
• 🎬 Temporal Consistency - Smooth, flicker-free video output across frames
• 🔊 Audio Preservation - Maintains original audio track
• ⚡ GPU-Accelerated - Fast processing with CUDA support
• 🍎 MLX Support - Native Apple Silicon acceleration (70% faster model loading, 35% faster inference)

Quick Start

# Complete setup
make all

# Or step by step
make setup              # Install Hanzo Studio + nodes
make download-models    # Download SAM2 models
make install-workflow   # Copy workflow to Hanzo Studio
make run               # Start server on localhost:8188

Visit Quick Start Guide for detailed instructions.

Documentation

• Installation Guide - Detailed setup instructions
• Usage Guide - How to use Hanzo Studio
• Troubleshooting - Common issues and solutions
• GitHub Repository - Source code

How It Works

1. Mask Selection - Use SAM2 to click/segment objects or create manual masks
2. Context Analysis - AI analyzes surrounding pixels and video frames
3. Intelligent Reconstruction - Diffusion model generates realistic fill content
4. Temporal Blending - Ensures smooth consistency across frames
5. Output - Clean video with removed content seamlessly inpainted

Note: This is true inpainting, not just erasing. The AI intelligently reconstructs what should be there based on context.

Hanzo Hanzo Studio Ecosystem

Hanzo Studio uses a curated stack of Hanzo Studio custom nodes maintained as Hanzo forks. This approach ensures:

• ✅ Stability - Tested versions that work together seamlessly
• ✅ Upstream Sync - Regular updates from original maintainers
• ✅ Hanzo Enhancements - Custom improvements and integrations
• ✅ Unified Support - Single source of truth for the Hanzo ecosystem

Hanzo Custom Nodes

All nodes are available at github.com/hanzoai:

About

Hanzo Studio is part of the Hanzo AI ecosystem, providing AI infrastructure and services for developers.

• hanzo.ai - Core AI infrastructure platform
• hanzo.ai - Business solutions
• hanzo.network - Decentralized compute marketplace

Made with ❤️ by Hanzo AI