preprintarXiv (Cornell University)Nov 25, 2015GREEN OA

An open access repository of images on plant health to enable the development of mobile disease diagnostics

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Abstract

Human society needs to increase food production by an estimated 70% by 2050 to feed an expected population size that is predicted to be over 9 billion people. Currently, infectious diseases reduce the potential yield by an average of 40% with many farmers in the developing world experiencing yield losses as high as 100%. The widespread distribution of smartphones among crop growers around the world with an expected 5 billion smartphones by 2020 offers the potential of turning the smartphone into a valuable tool for diverse communities growing food. One potential application is the development of mobile disease diagnostics through machine learning and crowdsourcing. Here we announce the release of over 50,000…

Citation impact

901
total citations
FWCI
Percentile
References
19
Citations per year

Authors

2

Topics & keywords

Keywords
  • Crowdsourcing
  • World population
  • Yield (engineering)
  • Population
  • Infectious disease (medical specialty)
  • Data science
  • Computer science
  • Business
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