Apply for community grant: Academic project (gpu)

#1
by FantasticGNU - opened

Dear Hugging Face Community Grant Committee,

I am writing to apply for the Hugging Face Community Grant for my academic project, UniVAD.

UniVAD is the first training-free unified method for Visual Anomaly Detection (VAD) that can detect anomalies across multiple domains, including industrial, logical, and medical images, without domain-specific training. Unlike existing VAD methods that require separate models for each domain, UniVAD leverages a unified approach that detects anomalies using only a few normal samples of the target category during testing.

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I believe that this method has the potential to significantly impact the field of anomaly detection by providing a flexible, efficient, and scalable solution across diverse application domains. Your support would be instrumental in helping us advance this project and bring it to the next stage of development.

Thank you very much for considering my application. I look forward to the possibility of collaborating with Hugging Face and the broader AI research community.

below are some demos:

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

Thanks a lot!

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

Sorry, I encountered an error when trying to switch the hardware to ZeroGPU. The error message is: 'Only Hugging Face team members can update the sleep time of a Space with a community grant.' Could you please help me switch the hardware to ZeroGPU?

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