All glossary terms
conceptsadvanced
Multimodal AI
AI systems that process and integrate information from multiple modalities (text, images, audio, video, etc.).
In more detail
Multimodal models combine different data types to improve understanding. Examples: Vision-Language models (CLIP, GPT-4V), audio-visual models. More powerful than single-modality models for complex tasks.
Examples
- Image captioning
- Visual question answering
- Audio-visual speech recognition
- Cross-modal retrieval
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