IS-COUNT: Large-scale Object Counting from Satellite Images with Covariate-based Importance Sampling

Chenlin Meng, Enci Liu, Willie Neiswanger +4

Object detection in high-resolution satellite imagery is emerging as a scalable alternative to on-the-ground survey data collection in many environmental and socioeconomic monitori…