Release Integrated Drone Dataset (IDD) on Hugging Face

[NielsRogge]

Hello @RussRobin 🤗

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/2305.13608.
The paper page lets people discuss about your paper and lets them find artifacts about it (your dataset 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 great to see the VDD dataset being released on Hugging Face! Would you also like to host the Integrated Drone Dataset (IDD) on Hugging Face?
Hosting on Hugging Face will give you more visibility/enable better discoverability. We can add tags in the dataset card so that people find
the dataset easier, link it to the paper page, etc.

Would be awesome to make the dataset available on 🤗 , so that people can do:

from datasets import load_dataset

dataset = load_dataset("your-hf-org-or-username/your-dataset")

See here for a guide: https://huggingface.co/docs/datasets/loading.
We also support Webdataset, useful for image/video datasets: https://huggingface.co/docs/datasets/en/loading#webdataset.

Besides that, there's the dataset viewer which allows people to quickly explore the first few rows of the data in the browser.

Let me know if you're interested/need any help regarding this!

Kind regards,

Niels

[RussRobin]

Hi @NielsRogge , THANK YOU for your interest in our work!

Unfortunately we can not provide IDD on hugging face since IDD is composed of VDD (ours), UDD, UAVid and our own annotations of UDD and UAVid. We can not upload UDD and UAVid images to hf due to copyright issues. However, I will create an IDD repo on hf with our annotations of UDD and UAVid, and download instructions in readme.

Thank you again for your interest in our paper.

Regards
@RussRobin

[NielsRogge]

Awesome! In this case, you might be interested in this guide: https://huggingface.co/docs/datasets/en/image_dataset (either that or the webdataset format might be best suited).

[RussRobin]

Thank you for your help!

IDD and VDD are both available in hf now:
IDD: https://huggingface.co/datasets/RussRobin/IDD
VDD: https://huggingface.co/datasets/RussRobin/VDD

I've also updated this github repo with these hf links.

[NielsRogge]

Thanks a lot!