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themanyone/gimp-plugins

Analysis updated 2026-05-18

2PythonAudience · developerComplexity · 4/5LicenseSetup · hard

TLDR

A set of Python plugins that bring AI background removal, upscaling, and prompt-based image editing directly into GIMP 3's menus.

Mindmap

mindmap
  root((gimp-plugins))
    What it does
      AI plugins for GIMP 3
      Background remove
      AI upscale
      Text prompt edit
    Tech stack
      Python
      PyGObject
      PyTorch
      stable diffusion cpp
    Requirements
      GIMP 3.0 plus
      Python 3
      CUDA GPU recommended
    Architecture
      Export layer
      Run CLI or model
      Reimport as new layer
    Use cases
      Remove backgrounds
      Upscale images
      Prompt based edits

Code map

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What do people build with it?

USE CASE 1

Strip backgrounds out of images directly inside GIMP without leaving the app.

USE CASE 2

Upscale a photo or artwork to four times its resolution using a local AI model.

USE CASE 3

Edit an image by typing a text prompt, powered by a local diffusion model and vision language model.

USE CASE 4

Use the included test plugin as a starting template to build a custom GIMP 3 AI plugin.

What is it built with?

PythonGIMP 3PyGObjectPyTorchstable-diffusion.cpp

How does it compare?

themanyone/gimp-plugins0-bingwu-0/live-interpreter0cm-labs/tokenizer-benchmark
Stars222
LanguagePythonPythonPython
Setup difficultyhardmoderatemoderate
Complexity4/52/52/5
Audiencedevelopergeneralresearcher

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · hard Time to first run · 1h+

Requires GIMP 3.0+, Python dependencies per plugin, and a CUDA-capable GPU is strongly recommended for upscaling and editing.

Released under GNU GPL v3: you can use and modify it freely, but any redistributed or modified version must also be shared under the same open license.

In plain English

This project is a set of Python plugins that add AI powered image editing tools to GIMP 3, the free open source image editor. GIMP is similar to Photoshop but free and community built. The plugins use GIMP's own Python programming interface to hook into the app's menus. Four plugins are included. Background Remove takes the current layer, sends it to a command line tool called backgroundremover, and brings back a version with the background stripped out. AI Upscale sends a layer to a PyTorch based image upscaler and returns a version that is four times larger with more detail added. AI Edit lets you describe a change in plain text and applies it using a local diffusion model plus a vision capable language model, running through a tool called sd-cli. There is also a bare bones test plugin meant as a starting template for people who want to write their own. Every plugin follows the same basic pattern: export the current layer as a temporary image file, hand it off to a command line or machine learning process, then load the result back into GIMP as a new layer. Setup requires GIMP 3.0 or newer, Python 3, and the readme strongly recommends a CUDA capable graphics card for the upscaling and editing plugins, since they can be slow or fail without enough video memory. An experimental installer script can attempt to handle dependencies automatically, or you can install each plugin's Python packages yourself and symlink the plugin folders into GIMP's plugin directory. The README is upfront that GIMP plugins, like plugins for most applications, can run arbitrary commands on your computer, so it recommends reviewing the code or testing in a sandbox before trusting it. Model file paths for the AI Edit and AI Image tools can be changed either by editing the Python files directly or by entering paths into the plugin dialog at runtime. The project is released under the GNU General Public License version 3, meaning any modified or redistributed copies must also be shared under the same open license.

Copy-paste prompts

Prompt 1
Walk me through installing the backgroundremover CLI tool and linking the bgremove plugin into my GIMP 3 plug-ins folder.
Prompt 2
Help me pick a diffusion GGUF model and vision LLM to configure for the AI Edit plugin.
Prompt 3
Explain what changes I need to make to upscale.py to add a new upscaling model to the AI Upscale plugin.
Prompt 4
Show me how the export layer, process, reimport pattern works so I can write my own GIMP 3 AI plugin using this project as a template.

Frequently asked questions

What is gimp-plugins?

A set of Python plugins that bring AI background removal, upscaling, and prompt-based image editing directly into GIMP 3's menus.

What language is gimp-plugins written in?

Mainly Python. The stack also includes Python, GIMP 3, PyGObject.

What license does gimp-plugins use?

Released under GNU GPL v3: you can use and modify it freely, but any redistributed or modified version must also be shared under the same open license.

How hard is gimp-plugins to set up?

Setup difficulty is rated hard, with roughly 1h+ to a first successful run.

Who is gimp-plugins for?

Mainly developer.

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