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Nils Lehmann

nilsleh

nilsleh

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Recent Activity

updated a dataset 2 days ago

torchgeo/mdas

Reacted to rwightman's post with 👍 3 days ago

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: https://huggingface.co/datasets/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

New activity 29 days ago

satellogic/EarthView:Alignment of modalities

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nilsleh's activity

updated a dataset 2 days ago

torchgeo/mdas

Updated 2 days ago • 25

Reacted to rwightman's post with 👍 3 days ago

Post

1129

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