Apply for community grant: Academic project (gpu)

#1
by alebeck - opened
Photogrammetry and Remote Sensing Lab of ETH Zurich org

Hi Hugging Face! ๐Ÿค—

We built Thera, the first arbitrary-scale super-resolution method with a built-in, analytically exact observation model. We achieve state-of-the-art super-resolution results, and would like to share our model with the community. For that, we'd like to apply for one of your community grants for our Hugging Face Space.

Website: https://therasr.github.io
Paper: https://therasr.github.io/static/pdf/paper.pdf
Space (currently running on CPU): https://huggingface.co/spaces/prs-eth/thera

Please let me know if you need anything else from us. Thanks a lot in advance!

Cheers,
Alex

Hi @alebeck , we've assigned ZeroGPU to this Space. Please check the compatibility and usage sections of this page so your Space can run on ZeroGPU.

Photogrammetry and Remote Sensing Lab of ETH Zurich org

Hi @hysts , thank's so much! One more question, as our model is based on JAX+Flax, I didn't find any documentation on how to make it run. Would you be able to give me a hint?

@alebeck Oh, unfortunately, ZeroGPU is only compatible with torch. Does your Space run on L4? I'll assign L4 for now.

Photogrammetry and Remote Sensing Lab of ETH Zurich org

Awesome, L4 should work well! I'll let you know how it goes :)

Photogrammetry and Remote Sensing Lab of ETH Zurich org

Works like a charm now, thanks again! Should I close this?

Awesome! Yeah, feel free to close this.

alebeck changed discussion status to closed

Hi @alebeck , a big congratulations on your project and the grant approval! It would be fantastic if you could add the Gradio app locally to your GitHub repo and include some simple instructions on how to launch it in your README. That would truly assist the community in easily trying out the Thera model with a user-friendly Gradio interface.

Photogrammetry and Remote Sensing Lab of ETH Zurich org

Hi @ysharma , thanks for the kind words! We have now included a new section "Use with interactive Gradio app" into our main repo's README, mentioning the Hugging Face space. The section also links to the space's repo's README file, in which we have now added instructions on how to run the app locally. Currently, we would prefer not mixing the demo's code with the main repository, as the former contains a lot of demo-specific logic for the app and user interface, and this is not strictly part of the core method. Does this solution work for you? ๐Ÿค—

Awesome, thanks for including the section! We've added comms for the project from the official handles as well : https://x.com/Gradio/status/1901234324827209886

Photogrammetry and Remote Sensing Lab of ETH Zurich org

Awesome, thanks so much for that! :)

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