Release SPWOOD models on Hugging Face #1
Description
Hi @VisionXLab 🤗
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 was featured: https://huggingface.co/papers/2602.03634.
The paper page lets people discuss your paper and 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, and add GitHub and project page URLs.
I noticed in your paper that you plan to release the code for SPWOOD at https://github.com/VisionXLab/SPWOOD, although the link currently seems to be private or inactive. Would you like to host the model checkpoints you've pre-trained (such as the SOS-Student) on https://huggingface.co/models once they are ready?
Hosting on Hugging Face will give your work more visibility and enable better discoverability. We can add tags (like object-detection) in the model cards so that people find the models easier, link them directly to the paper page, etc.
If you're down, I'm leaving a guide here. If it's a custom PyTorch model, you can use the PyTorchModelHubMixin class which adds from_pretrained and push_to_hub to the model, allowing people to download and use your models right away.
You can also build a demo for your model on Spaces; we can provide you a ZeroGPU grant, which gives you A100 GPUs for free.
Let me know if you're interested or need any guidance!
Kind regards,
Niels