BrushNet

A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion

DecliningOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Cooling

License

Open Source

Data freshness

Verified · Jul 12, 2026

Overview

What is BrushNet?

BrushNet is an advanced image inpainting model that uses a decomposed dual-branch diffusion process to fill in missing parts of images seamlessly. It offers high-quality results and can be easily integrated into various applications for enhancing image editing capabilities.

Key differentiator

BrushNet stands out for its unique decomposed dual-branch diffusion process, offering superior image inpainting quality compared to other models in the same category.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Decomposed Dual-Branch Diffusion for high-quality inpaintingmedium

Plug-and-play model for easy integration into applicationsmedium

Highly customizable parameters for different use casesmedium

↓ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited documentation and examples for complex use caseshigh

Official repository lacks detailed guides beyond basic usage scenarios

Performance degradation with high-resolution imagesmedium

Processing times increase exponentially with image resolution above 4K

Fit analysis

Who is it for?

✓ Best for

Developers working on image restoration projects who need high-quality inpainting results

Design teams looking to automate and enhance their photo editing workflows with advanced AI tools

✕ Not a fit for

Projects requiring real-time processing of large volumes of images due to computational demands

Applications that require minimal setup time, as BrushNet requires self-hosting and integration effort

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with BrushNet

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →