Artbreeder: Genetic Algorithms for Image Blending

Artbreeder is an AI tool that utilizes genetic algorithms to create and modify images through a process known as "image breeding." The platform allows users to blend multiple images by adjusting genetic parameters, such as color, shape, and style, to produce new, unique visuals.

Technically, Artbreeder is powered by Generative Adversarial Networks (GANs), specifically BigGAN and StyleGAN architectures. The model operates in a latent space, where each image is represented as a vector of numerical values corresponding to different visual features. By interpolating between these vectors, the algorithm generates smooth transitions and novel combinations of images.

The genetic algorithm framework involves selection, crossover, and mutation operations. Users select preferred images (selection), combine features from multiple images (crossover), and introduce random variations (mutation) to explore new creative possibilities. Artbreeder's interface allows real-time adjustments, supported by efficient GPU acceleration and optimized inference pipelines.