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How does an AI image generator actually create pictures

Started by Drfun, Dec 20, 2024, 07:11 PM

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Drfun

How does an AI image generator actually create pictures From just a description

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The process is a bit complex but i will try to explain it in simple terms for you. An AI image generator creates pictures by using machine learning models, trained on large datasets of images and descriptions. When given a text prompt, the AI processes it into a mathematical form and generates an image through either a diffusion model (which starts with random noise and refines it step by step) or a Generative Adversarial Network (GAN) (which involves two networks, one creating images and the other evaluating them). The AI synthesizes visual elements it has learned, refining them until the final image matches the prompt.