AI Oil Painting Generator

How Diffusion Models Create Art

Diffusion models are a class of generative AI that work by gradually adding noise to data (forward process) and then learning to reverse this process (reverse process) to generate new data samples.

For oil painting generation, diffusion models are trained on thousands of oil paintings to learn the brush stroke patterns, color palettes, and texture characteristics that define the oil painting style. When you provide an input image, the model applies these learned characteristics while preserving the content of your original image.