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What's a Multimodal model ?
It is a type of artificial intelligence (AI) system that can process and understand information from multiple modalities or sources.
What can the Modalities include?
They can include text, images, audio, video, and even sensory data.The multimodal models aim to provide a more comprehensive and nuanced understanding of the input, mimicking the way humans perceive and interpret the world.
Applications of Multimodal Models?
- Image Captioning: Generating descriptive text
- Video Understanding: Analyzing video content.
- Speech-to-Text Transcription: incorporating both audio and visual cues (e.g., lip-reading).
- Emotion Recognition: Detecting emotions by analyzing facial expressions, voice tone, and textual context.
Applications in Health Care
Multimodal models can combine medical images, patient records, and sensor data for better diagnosis and treatment planning
