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Release BRIGHT BDA Models on Hugging Face #23

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@NielsRogge

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@NielsRogge

Hi@ChenHongruixuan 🤗

I'm Niels and work as part of the open-source team at Hugging Face. I discovered your work through Hugging Face's daily papers as yours got featured:https://huggingface.co/papers/2501.06019.
The paper page lets people discuss about your paper and lets them find artifacts about it (your models for instance),
you can also claim the paper as yours which will show up on your public profile at HF, add Github and project page URLs.

It's fantastic to see that the BRIGHT dataset is already available on Hugging Face! I also noticed that the pretrained models for Building Damage Assessment (BDA) are hosted on Zenodo.

Would you like to host these models you've pre-trained onhttps://huggingface.co/models?
Hosting on Hugging Face will give you more visibility/enable better discoverability. We can add tags in the model cards so that people find the models easier, link it to the paper page, etc.

If you're down, leaving a guidehere. If it's a custom PyTorch model, you can use thePyTorchModelHubMixin
class which addsfrom_pretrained andpush_to_hub to the model which lets you to upload the model and people to download and use models right away.
If you do not want this and directly want to upload model through UI or however you want, people can also usehf_hub_download.

After uploaded, we can also link the models to the paper page (readhere) so people can discover your model.

You can also build a demo for your model onSpaces, we can provide you a ZeroGPUgrant, which gives you A100 GPUs for free.

Let me know if you're interested/need any guidance :)

Kind regards,

Niels

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