PeterWang512/GANWarping
Rewriting Geometric Rules of a GAN: Warp a GAN model to customized, out-of-domain shapes.
This project helps artists, designers, and creators modify existing AI image generation models (GANs) to produce new images with customized shapes. You start by selecting a few generated images and drawing control points to define how you want to warp their shapes. The system then outputs an updated model that generates new images with these desired geometric changes, while keeping other details like color, texture, and background consistent. This is for creative professionals who want to push the boundaries of AI-generated art.
173 stars. No commits in the last 6 months.
Use this if you want to alter the fundamental shapes of objects generated by a GAN model, like giving a cat alien eyes or lifting a horse's leg, without losing the original style or details.
Not ideal if you only need to make simple adjustments like changing colors or basic attributes without fundamentally altering the geometric structure of generated objects.
Stars
173
Forks
8
Language
Python
License
MIT
Category
Last pushed
Dec 02, 2022
Commits (30d)
0
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