Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

[New model] ImageBind: One Embedding Space To Bind Them All #23240

Open
2 tasks done
xenova opened this issue May 9, 2023 · 4 comments · May be fixed by #30690
Open
2 tasks done

[New model] ImageBind: One Embedding Space To Bind Them All #23240

xenova opened this issue May 9, 2023 · 4 comments · May be fixed by #30690

Comments

@xenova
Copy link
Contributor

xenova commented May 9, 2023

Model description

As stated in their blog post,

"[ImageBind is] the first AI model capable of binding information from six modalities. The model 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

  • The model implementation is available
  • 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)

@shehanmunasinghe
Copy link
Contributor

Hi @xenova , I would like to work on implementing this model.

@xenova
Copy link
Contributor Author

xenova commented May 10, 2023

Hi @xenova , I would like to work on implementing this model.

Sweet!

@dg845
Copy link
Contributor

dg845 commented Sep 20, 2023

Hi, since it looks like the PR for this model (#23284) has been closed, I would be interested in working on a new PR to implement the ImageBind model :)

@dg845
Copy link
Contributor

dg845 commented Sep 21, 2023

I have opened a new PR to implement the ImageBind model: #26310.

@EduardoPach EduardoPach linked a pull request May 7, 2024 that will close this issue
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Projects
None yet
3 participants