The combination of increasing global smartphone penetration and recent advances in computer vision made possible by deep learning has paved the way for smartphone-assisted disease diagnosis. 6Center for Infectious Disease Dynamics, Huck Institutes of Life Sciences, Penn State University, State College, PA, USAĬrop diseases are a major threat to food security, but their rapid identification remains difficult in many parts of the world due to the lack of the necessary infrastructure.5Department of Biology, Eberly College of Sciences, Penn State University, State College, PA, USA.4Department of Entomology, College of Agricultural Sciences, Penn State University, State College, PA, USA.3School of Computer and Communication Sciences, EPFL, Lausanne, Switzerland.2School of Life Sciences, EPFL, Lausanne, Switzerland. 1Digital Epidemiology Lab, EPFL, Geneva, Switzerland.
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