Image generation with diffusion models using Keras and TensorFlow

Using Diffusion to generate images

You must have heard of Dall-E 2. Published by Open AI, which is a model that generates realistic looking images from a given text prompt. You can check out a smaller version of the model here.

Ever wondered how it works under the hood? Well… it uses a new class of generative technique, called ‘diffusion’. The idea was proposed by Sohl-Dickstein, et al in 2015, where essentially, a model generates an image from …

dalle-2 diffusion models image generation machine learning tensorflow