Mapping on a Budget: Optimizing Spatial Data Collection for ML

Livia Betti, Farooq Sanni, Gnouyaro Sogoyou +4

In applications across agriculture, ecology, and human development, machine learning with satellite imagery (SatML) is limited by the sparsity of labeled training data. While satel…