ImageBind
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About
ImageBind is an AI model by Meta AI capable of binding data from six modalities (images and video, audio, text, depth, thermal and IMUs) without explicit supervision. It learns a single embedding space that binds multiple sensory inputs. It can upgrade existing AI models to support input from any of the six modalities, enabling audio-based search, cross-modal search, multimodal arithmetic, and cross-modal generation. The model achieves SOTA performance on emergent zero-shot recognition tasks across modalities.
Platform
Keywords
Task
Features
• achieves sota performance on emergent zero-shot recognition tasks
• enables cross-modal generation
• enables multimodal arithmetic
• enables cross-modal search
• enables audio-based search
• learns a single embedding space
• no explicit supervision needed
• binds data from six modalities at once
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