Deep Learning methods dev for creativity 👾🖼️|
Ph.D. student researching deep learning for molecular dynamic simulations @fias_science @CovinoLab
Aug 30, 2022 • 5 tweets • 3 min read
Given the speed of #stablediffusion 's generation, automated image/prompt curation is becoming a necessity.
I've been using @RiversHaveWings aesthetics rating model to build an evolutionary algorithm that evolves a random prompt population to become more aesthetic. 1/x
A population is initialized randomly from lists like a dictionary, artist names, etc. Images are generated and given a score with the aesthetics model. Based on these scores prompts are selected to seed the next generation via crossover, mutation, etc of words. 2/x