Multimodal AI
Quick Definition
AI that processes and integrates multiple data types
Full Definition
AI systems that process and integrate multiple input types such as text, images, and audio.
Examples
GPT-4V, image captioning, video understanding
Related Terms
large-language-model
computer-vision
More Artificial Intelligence Terms
Image Segmentation
Partitioning images into labeled segments per pixel
Retrieval-Augmented Generation
Combining LLMs with external knowledge for accurate responses
Embedding
Learned vector representations of discrete objects in continuous space
Few-Shot Learning
Learning to perform tasks from a small number of examples
Pruning
Removing redundant neural network connections to reduce size
Variational Autoencoder
Generative model using latent space encoding and decoding