1 code implementation • CVPR 2025 • Guillaume Astruc, Nicolas Gonthier, Clement Mallet, Loic Landrieu
Geospatial models must adapt to the diversity of Earth observation data in terms of resolutions, scales, and modalities.
no code implementations • 30 Sep 2024 • Abid Ali, Rui Dai, Ashish Marisetty, Guillaume Astruc, Monique Thonnat, Jean-Marc Odobez, Susanne Thümmler, Francois Bremond
We evaluate our model on real-world autism diagnoses such as our Loose-Interaction dataset, and the publicly available Autism dataset for loose interactions.
1 code implementation • CVPR 2024 • Guillaume Astruc, Nicolas Dufour, Ioannis Siglidis, Constantin Aronssohn, Nacim Bouia, Stephanie Fu, Romain Loiseau, Van Nguyen Nguyen, Charles Raude, Elliot Vincent, Lintao XU, HongYu Zhou, Loic Landrieu
Determining the location of an image anywhere on Earth is a complex visual task, which makes it particularly relevant for evaluating computer vision algorithms.
Ranked #2 on
Photo geolocation estimation
on OpenStreetView-5M
1 code implementation • 12 Apr 2024 • Guillaume Astruc, Nicolas Gonthier, Clement Mallet, Loic Landrieu
The diversity and complementarity of sensors available for Earth Observations (EO) calls for developing bespoke self-supervised multimodal learning approaches.