This repository introduces GIMP3-ML, a set of Python plugins for the widely popular GNU Image Manipulation Program (GIMP). It enables the use of recent advances in computer vision to the conventional image editing pipeline. Applications from deep learning such as monocular depth estimation, semantic segmentation, mask generative adversarial networks, image super-resolution, de-noising and coloring have been incorporated with GIMP through Python-based plugins. Additionally, operations on images such as edge detection and color clustering have also been added. GIMP-ML relies on standard Python packages such as numpy, scikit-image, pillow, pytorch, open-cv, scipy. In addition, GIMP-ML also aims to bring the benefits of using deep learning networks used for computer vision tasks to routine image processing workflows.
Features
- Use as a Python Package
- Direct Demo Jupyter notebook link for Google Colab with code snippets
- Short description about using various GIMP-ML plugins
- Step by step guide to install GIMP-ML with demo videos
- GIMP-ML ia a set of Python plugins for the widely popular GNU Image Manipulation Program (GIMP)
- A list of all AI plugins available in GIMP-ML along with the info about the dataset it was trained on