Multimodal AI

Definition

AI systems that can process and generate multiple types of data, such as text, images, audio, and video.

In-Depth Explanation

Multimodal models understand relationships across different data types. GPT-4V can analyze images and answer questions about them. Models like DALL-E generate images from text descriptions. This capability enables richer human-AI interaction and more versatile applications.

Real-World Example

GPT-4 Vision can describe the contents of an image or answer questions about what it shows.

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Related Terms

Computer Vision(CV)

A field of AI that enables computers to interpret and understand visual information from images and videos.

Image Generation

AI technology that creates new images from text descriptions, sketches, or other inputs.

Large Language Model(LLM)

A type of AI model trained on massive amounts of text data to understand, generate, and manipulate human language.