Insect Detection and Classification Based on an Improved Convolutional Neural Network

Insect Detection and Classification Based on an Improved Convolutional Neural Network

Regarding the growth of crops, one of the important factors affecting crop yield is insect disasters. Since most insect species are extremely similar, insect detection on field crops, such as rice, soybean and other crops, is more challenging than generic object detection. Presently, distinguishing...

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מידע ביבליוגרפי
Main Authors: Denan Xia, Peng Chen, Bing Wang, Jun Zhang, Chengjun Xie
פורמט: Article
שפה:English
יצא לאור: MDPI AG 2018-11-01
סדרה:Sensors
נושאים:
convolutional neural network
insect detection
field crops
region proposal network
VGG19
גישה מקוונת:https://www.mdpi.com/1424-8220/18/12/4169

אינטרנט

https://www.mdpi.com/1424-8220/18/12/4169

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