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Machine Brief|

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  3. /Text-to-Image
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ai

Text-to-Image

AI models that generate images from text descriptions.

Definition

AI models that generate images from text descriptions. DALL-E, Midjourney, Stable Diffusion, and Imagen are leading examples. Quality has improved dramatically — modern models produce photorealistic images and complex scenes that were impossible just two years ago. A major driver of the generative AI revolution.

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Related Terms

Diffusion Model

A generative AI model that creates data by learning to reverse a gradual noising process.

Stable Diffusion

An open-source image generation model released by Stability AI.

Generative AI

AI systems that create new content — text, images, audio, video, or code — rather than just analyzing or classifying existing data.

Activation Function

A mathematical function applied to a neuron's output that introduces non-linearity into the network.

Adam Optimizer

An optimization algorithm that combines the best parts of two other methods — AdaGrad and RMSProp.

AGI

Artificial General Intelligence.

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