AI & ML interests
Machine learning to understand the environment. We develop ML methods for remote sensing, earth observation, ecology and conservation.
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Environmental Computational Science and Earth Observation (ECEO)
Welcome to the Hugging Face of Environmental Computational Science and Earth Observation (ECEO) Laboratory at EPFL.
Our research combines artificial intelligence, computer vision, remote sensing, ecology, and environmental sciences to better understand our changing planet.
This Hugging Face space hosts our datasets and pretrained models accompanying our research projects, publications, and open-source software.
Learn more about our lab and research on our website, and explore our codebase on our GitHub page.
models 19
EPFL-ECEO/segformer-b5-finetuned-coralscapesv2-1024-1024-95_class
Image Segmentation • 84.7M • Updated • 24
EPFL-ECEO/segformer-b5-finetuned-coralscapesv2-1024-1024
Image Segmentation • 84.6M • Updated • 104
EPFL-ECEO/coralscapesv2-dinov3-vitb-lora-dpt-95_class
Image Segmentation • 0.1B • Updated • 16
EPFL-ECEO/coralscapesv2-dinov3-vitb-lora-dpt
Image Segmentation • 0.1B • Updated • 16
EPFL-ECEO/coralscapesv2-dinov3-vitl-lora-dpt-95_class
Image Segmentation • 0.3B • Updated • 17
EPFL-ECEO/coralscapesv2-dinov3-vitl-lora-dpt
Image Segmentation • 0.3B • Updated • 20
EPFL-ECEO/coralscapes-vit-l-dpt
0.3B • Updated • 10
EPFL-ECEO/coralscapes-vit-s-dpt
42.6M • Updated • 5
EPFL-ECEO/deepreefmap-sfm-net
Updated
EPFL-ECEO/coralscapes-vit-b-dpt
0.1B • Updated • 198 • 1
datasets 7
EPFL-ECEO/CanadaFireSat-Raw
Updated • 320
EPFL-ECEO/CanadaFireSat
Viewer • Updated • 244k • 2.68k • 2
EPFL-ECEO/EcoWikiRS
Viewer • Updated • 91.8k • 200 • 1
EPFL-ECEO/HRSCD_clean
Updated • 125
EPFL-ECEO/ValaisCD
Preview • Updated • 397
EPFL-ECEO/SwissView
Viewer • Updated • 850 • 665 • 4
EPFL-ECEO/coralscapes
Viewer • Updated • 2.08k • 759 • 15