Recognition pest by image-based transfer learning.

Journal: Journal of the science of food and agriculture
Published Date: Apr 22, 2019

Abstract

BACKGROUND: Plant pests mainly refers to insects and mites that harm crops and products. There are a wide variety of plant pests, with wide distribution, fast reproduction and large quantity, which directly causes serious losses to crops. Therefore, pest recognition is very important for crops to grow healthily, and this in turn affects crop yields and quality. At present, it is a great challenge to realize accurate and reliable pest identification.

Authors

  • Wang Dawei
    Department of electronic information, Science and Information College, Qingdao Agriculture University, Qingdao, China.
  • Deng Limiao
    Department of electronic information, Science and Information College, Qingdao Agriculture University, Qingdao, China.
  • Ni Jiangong
    Department of electronic information, Science and Information College, Qingdao Agriculture University, Qingdao, China.
  • Gao Jiyue
    Department of electronic information, Science and Information College, Qingdao Agriculture University, Qingdao, China.
  • Zhu Hongfei
    Department of electronic information, Science and Information College, Qingdao Agriculture University, Qingdao, China.
  • Han Zhongzhi
    Department of electronic information, Science and Information College, Qingdao Agriculture University, Qingdao, China.

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