Natalie Ayers, with contributing authors Shruti Jain and the Atlas AI team
This tutorial provides guidance on creating a machine learning model to identify crop types from satellite imagery and other earth observation data. It follows a process refined...
Kathryn Baragwanath Vogel, Ran Goldblatt, Gordon H. Hanson, Amit K. Khandelwal
We propose a methodology for defining urban markets based on built-up land-cover classified
from daytime satellite imagery. Compared to markets defined using minimum thresholds...
Nataliia Kussul, Mykola Lavreniuk, Sergii Skakun, and Andrii Shelestov
Deep learning (DL) is a powerful state-of-the-art technique for image processing including remote sensing (RS) images. This letter describes a multilevel DL architecture that...