BrushNet

What it is

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.

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

When it fits — and when it doesn’t

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

1. 01

   Limited documentation and examples for complex use cases

   Official repository lacks detailed guides beyond basic usage scenarios

2. 02

   Performance degradation with high-resolution images

   Processing times increase exponentially with image resolution above 4K

What it does well

• Decomposed Dual-Branch Diffusion for high-quality inpainting

• Plug-and-play model for easy integration into applications

• Highly customizable parameters for different use cases

Pricing

Free tier

YesOpen source — free to use

Paid from

$0

Model

Flat rate

Enterprise plan

No

Pricing not independently confirmed — check the vendor’s page.