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Apply for a GPU community grant: Academic project
Hello Hugging Face Team,
We'd like to request a small GPU allocation for a Gradio Space that will host the interactive demo of our new work, PaGeR: Panorama Geometry Reconstruction.
🔗 Project page: https://pager360.github.io/
📄 Paper: https://arxiv.org/abs/2605.26368
PaGeR estimates high-quality 360° scene geometry — dense depth and surface normals — from a single panoramic image, producing results that can be lifted directly into 3D point clouds. Geometry estimation for omnidirectional imagery is still underserved by public tooling, and a GPU is needed to run inference at interactive speeds on full-resolution equirectangular panoramas. Providing a public demo will let the community:
• run the method on their own panoramas and immediately inspect depth, normals, and the reconstructed 3D point cloud, and
• gain intuition for how single-image geometry estimation transfers from perspective to the full 360° setting.
Thanks for considering our request — this Space will be a valuable complement to the paper and a hands-on resource for the panorama and 3D-vision community.
Best regards,
Vukasin
Hi @vulus98 , we've assigned ZeroGPU to this Space. Please check the compatibility and usage sections of the ZeroGPU documentation to make sure your Space runs correctly on ZeroGPU. If you're using a coding agent like Claude Code, you can also try Hugging Face's official huggingface-zerogpu skill, which guides the agent through ZeroGPU's constraints and migration steps.
If your organization is in a position to, please consider upgrading to Enterprise for a higher ZeroGPU quota plus features like Dev Mode, Private Storage, and more.
Thanks @hysts ! Could you possibly approve my claim for the paper https://huggingface.co/papers/2605.26368 ? I am waiting for more than 24h now, and it is still pending. Thanks in advance :D