[New model] ImageBind: One Embedding Space To Bind Them All
### Model description

As stated in their [blog post](https://ai.facebook.com/blog/imagebind-six-modalities-binding-ai/), 

> "[ImageBind is] the first AI model capable of binding information from six modalities. The [model](https://github.com/facebookresearch/ImageBind) learns a single embedding, or shared representation space, not just for text, image/video, and audio, but also for sensors that record depth (3D), thermal (infrared radiation), and inertial measurement units (IMU), which calculate motion and position."



### Open source status

- [X] The model implementation is available
- [X] The model weights are available

### Provide useful links for the implementation

GitHub repo: https://github.com/facebookresearch/ImageBind
Paper: https://facebookresearch.github.io/ImageBind/paper
Blog: https://ai.facebook.com/blog/imagebind-six-modalities-binding-ai/
Demo: https://imagebind.metademolab.com/
Video: https://dl.fbaipublicfiles.com/imagebind/imagebind_video.mp4
Weights: https://dl.fbaipublicfiles.com/imagebind/imagebind_huge.pth (currently only 1 that I can see)
Hi @xenova , I would like to work on implementing this model.<|||||>> Hi @xenova , I would like to work on implementing this model.

Sweet!