Detection and Identification of Stored-Grain Insects Using Deep Learning: A More Effective Neural Network

Detection and Identification of Stored-Grain Insects Using Deep Learning: A More Effective Neural Network

The detection and identification of stored grain insects is important to ensure the safety of grain during grain storage. At present, insect identification methods primarily rely on manual classification; therefore, the automatic, rapid and accurate detection of stored grain insects remains a challe...

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Bibliographic Details
Main Authors: Zhichao Shi, Hao Dang, Zhicai Liu, Xiaoguang Zhou
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Stored-grain insect
object detection
insect classification
improved R-FCN
soft-NMS
Online Access:https://ieeexplore.ieee.org/document/9186676/

Internet

https://ieeexplore.ieee.org/document/9186676/

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