ImageBind by Meta

ImageBindResearch by Meta AIDemoBlog Paper ImageBindResearch by Meta AIDemoBlogPaperYour browser does not support the video tag.Computer visionImageBind: a new way to ‘link’ AI across the sensesIntroducing ImageBind, the first AI model capable of binding data from six modalities at once, without the need for explicit supervision. By recognizing the relationships between these modalities — images and video, audio, text, depth, thermal and inertial measurement units (IMUs) — this breakthrough helps advance AI by enabling machines to better analyze many different forms of information, together.Explore the demo to see ImageBind's capabilities across image, audio and text modalities.See its capabilitiesMultimodal AIOne embedding to bind them allFor humans, a single image can ‘bind’ together an entire sensory experience. ImageBind achieves this by learning a single embedding space that binds multiple sensory inputs together — without the need for explicit supervision. It can even 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.Read the blog postEmergent recognition performanceEnabling zero-shot and few-shot recognitionThe open source ImageBind model achieves a new SOTA performance on emergent zero-shot recognition tasks across modalities — even better than prior specialist models trained specifically for those modalities.Read the paper --- ImageBindResearch by Meta AIDemoBlog Paper ImageBindResearch by Meta AIDemoBlogPaperImage > AudioAudio > ImageText > Image & audioAudio & image > ImageAudio > Generated imageMore modalitiesImage > AudioAudio > ImageText > Image & audioAudio & image > ImageAudio > Generated imageUsing an image to retrieve audioImageBind can instantly suggest audio by using an image or video as an input. This could be used to enhance an image or video with an associated audio clip, such as adding the sound of waves to an image of a beach. Select an image below and ImageBind will retrieve audio options corresponding with the image prompt.Select an image