ImageBind by Meta

Introducing ImageBind, an advanced AI tool that revolutionizes the way data is linked across senses. This cutting-edge tool combines six modalities, including images, videos, audio, text, depth, and thermal inertial measurement units (IMUs), without the need for explicit supervision. With ImageBind, machines can analyze and understand various forms of information, enabling advanced AI capabilities. Experience ImageBind's remarkable capabilities across image, audio, and text modalities through the interactive demo. By learning a single embedding space, ImageBind cleverly binds multiple sensory inputs together, eliminating the need for explicit supervision. It can even upgrade existing AI models to support inputs from all six modalities, enabling audio-based search, cross-modal search, multimodal arithmetic, and cross-modal generation. ImageBind also achieves state-of-the-art performance in emergent zero-shot recognition tasks across modalities, surpassing prior specialist models trained specifically for each modality.