A Convolutional Neural Network Approach to Segmenting Smallholder Agriculture


Ryan Barry Avery1, Kelly K Caylor2, Lyndon D Estes3, Ronald Eastman4, Su Ye3, Lei Song3, Kaixi Zhang5, Sitian Xiong6, Dennis McRitchie7 and Tammy Woodard5, (1)University of California Santa Barbara, Santa Barbara, CA, United States, (2)University of California Santa Barbara, Department of Geography and Bren School of Environmental Science and Management, Santa Barbara, CA, United States, (3)Clark University, Graduate School of Geography, Worcester, MA, United States, (4)Clark Labs, Worcester, MA, United States, (5)Clark University, Clark Labs, Worcester, MA, United States, (6)Clark University, Graduate School of Geography, Worcester, United States, (7)Princeton University, Princeton, NJ, United States