OpenStreetView-5M: The Many Roads to Global Visual Geolocation

1 code implementation • 29 Apr 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.

OmniSat: Self-Supervised Modality Fusion for Earth Observation

2 code implementations • 12 Apr 2024 • Guillaume Astruc, Nicolas Gonthier, Clement Mallet, Loic Landrieu

To demonstrate the advantages of combining modalities of different natures, we augment two existing datasets with new modalities.

Earth Observation Land Cover Classification +1