How Diffusion Models Generate Images: From Noise to Coherent Pictures

Generative image models like Stable Diffusion, DALL-E, and Midjourney don't paint — they denoise. The model learns to reverse a gradual noise-adding process, starting from pure random noise and iteratively refining it into a coherent image guided by a text prompt. The mechanism is surprisingly elegant.