Artificial Intelligence
Multimodal AI
A type of artificial intelligence that can process and integrate information from multiple types of data inputs, such as text, images, audio, and video.
Explanation
Multimodal AI systems are designed to understand and interpret information from diverse sources simultaneously, mimicking human perception. Unlike unimodal AI, which focuses on a single data type, multimodal models use fusion techniques to combine features from different modalities. This allows for more complex tasks like image captioning, video understanding, and speech-to-text with visual context. Modern examples include models that can process text, audio, and visual data within a single framework to provide more accurate and context-aware responses.