Diffusion Model
A type of generative AI that creates images by learning to reverse a noise-adding process, gradually removing noise from a random image to reveal a clean, coherent picture.
What is Diffusion Model?
Diffusion models (Stable Diffusion, DALL-E 3, Midjourney, Imagen) work by gradually adding noise to training images until they become pure noise, then learning to reverse that process given a text or image prompt. This gives them remarkable ability to generate photorealistic images in diverse styles. For product photography, diffusion models can create convincing studio lighting, environmental contexts, and material textures.
E-Commerce Relevance
Diffusion models are the underlying technology enabling modern AI product photography tools to generate photorealistic product scenes from simple prompts.
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