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Multi-Modal Models Vision

🔥 Tier 2
Category
Tech
Salary Impact
Complexity
Difficult
Used in
All careers

Multi-modal models process multiple input types (images, text, audio, video) together to make predictions. Rather than analyzing image or text separately, they understand relationships across modalities. Examples: GPT-4 Vision (image + text), CLIP (image-text understanding), Whisper (audio transcription with language understanding), video understanding models (analyzing video + audio + captions together).