Zhong Yuan1, Wei Fang1,2,*, Yongming Zhao3,*, Victor S. Sheng4
Journal on Artificial Intelligence, Vol.3, No.4, pp. 145-152, 2021, DOI:10.32604/jai.2021.026902
Abstract Insects play an important role in the natural ecology, it is of great
significance for ecology to research on insects. Nowadays, the invasion of alien
species has brought serious troubles and a lot of losses to local life. However, there
is still much room for improvement in the accuracy of insect recognition to
effectively prevent the invasion of alien species. As the latest target detection
algorithm, YOLOv5 has been used in various scene detection tasks, because of its
powerful recognition capabilities and extremely high accuracy. As the problem of
imbalance of feature maps at different scales will affect the accuracy… More >
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