Begüm Demir

VLMs struggle with Earth observation tasks involving complex land use, but a new dataset with nearly 10 million text annotations could change that.

Pixel-perfect geospatial reasoning is now possible, thanks to a vision-language model that adaptively fuses multi-modal and multi-temporal Earth observation data.