GIMP-ML: AI for GNU Image Manipulation Program
kritiksoman (~kritiksoman) |
Description:
I will be presenting my work on GIMP-ML, a set of AI Python plugins for the GNU Image Manipulation Program (GIMP). GIMP serves as a popular open-source alternative to Adobe Photoshop and is widely used for creating and editing images. A few years ago, I had developed several plugins for GIMP, and during my presentation, I will be showcasing these contributions. The initial development was carried out using Python 2.7, and the project gained recognition by being featured as a top trending topic on Papers with Code. It has 1.4k stars on GitHub. Now, I plan to extend this work by incorporating the latest advancements in generative AI and large language vision models. These enhancements will be seamlessly integrated into the GIMP workflow. During the presentation, I will demonstrate some of the initial progress in this direction. Additionally, I am actively seeking collaborators who are interested in joining me to elevate this project to the next level.
Prerequisites:
Python
Familiarity with GenAI, Computer Vision
Content URLs:
Github: https://github.com/kritiksoman/GIMP-ML
Documentation: https://kritiksoman.github.io/GIMP-ML-Docs/index.html
Speaker Info:
I am working as AI/ML Computational Science Specialist at Accenture. I have a Master's degree in Signal Processing with a focus on Machine Learning from IIT Kanpur and a Bachelor's degree in ECE from JIIT Noida.
My areas of interest are Data Science, NLP, Computer Vision, Machine Learning, AI, Generative AI and Signal Processing.
Speaker Links:
Linkedin: https://www.linkedin.com/in/kritik-soman/
Github: https://github.com/kritiksoman