Image Classification of Pests with Residual Neural Network Based on Transfer Learning

Agriculture is regarded as one of the key food sources for humans throughout history. In some countries, more than 90% of the population lives on agriculture. However, pests are regarded as one of the major causes of crop loss worldwide. Accurate and automated technology to classify pests can help p...

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Main Authors: Chen Li, Tong Zhen, Zhihui Li
פורמט: Artigo
שפה:Inglês
יצא לאור: MDPI AG 2022-04-01
סדרה:Applied Sciences
נושאים:
agriculture
insect pest
pest recognition
transfer learning
convolutional neural network
image processing
גישה מקוונת:https://www.mdpi.com/2076-3417/12/9/4356
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