nilsleh (Nils Lehmann)

updated a dataset 3 days ago

torchgeo/ai4artic-sea-ice-challenge

Updated 3 days ago • 61

updated a dataset 4 days ago

torchgeo/dynamic_earthnet

Updated 4 days ago • 15

published a dataset 4 days ago

torchgeo/dynamic_earthnet

Updated 4 days ago • 15

reacted to rwightman's post with 🚀 17 days ago

Post

1346

I'm currently on a push to expand the scope of image based datasets on the Hub. There's certainly a lot already, but for anyone who's looked closely, there's not a whole lot of standardization. I am to fix that, datasets under the https://huggingface.co/timm and https://huggingface.co/pixparse orgs will serve as canonical examples for various task / modality combinations and be useable without fuss in libraries like timm, OpenCLIP, and hopefully more.

I just uploaded the first multi-label dataset that I'll support with timm scripts soon: timm/plant-pathology-2021

Next up object detection & segmentation! I've got an annotation spec sorted out, a lot of datasets ready to rip, and yeah that means timm support for object detection, eventually segmentation, is finally under development :O

updated a dataset about 2 months ago

torchgeo/million-aid

Updated Dec 5, 2024 • 136

updated a dataset 2 months ago

torchgeo/mdas

Updated Nov 26, 2024 • 43

reacted to rwightman's post with 👍 2 months ago

Post

1346

I'm currently on a push to expand the scope of image based datasets on the Hub. There's certainly a lot already, but for anyone who's looked closely, there's not a whole lot of standardization. I am to fix that, datasets under the https://huggingface.co/timm and https://huggingface.co/pixparse orgs will serve as canonical examples for various task / modality combinations and be useable without fuss in libraries like timm, OpenCLIP, and hopefully more.

I just uploaded the first multi-label dataset that I'll support with timm scripts soon: timm/plant-pathology-2021

Next up object detection & segmentation! I've got an annotation spec sorted out, a lot of datasets ready to rip, and yeah that means timm support for object detection, eventually segmentation, is finally under development :O