STABLE DIFFUSION NEURAL NETWORK: ARCHITECTURE FEATURES

Verezubova N., Chekulaev A., Verezubova I.

This article discusses the Stable Diffusion neural network and the features of its architecture. Stable Diffusion is a generative - adversarial model developed in 2022 and has been actively developing since then. It is used to create and modify images using a generator and discriminator that work together to improve image quality.

Keywords:neural network, Stable Diffusion, generative-adversarial models, machine learn-ing, U-Net, ResNet, CLIP model, on-demand image generation scheme