Title
Pest24: A large-scale very small object data set of agricultural pests for multi-target detection.
Abstract
•We have established a multi-target data set of agricultural pests, Pest24, for precision agriculture.•We analyzed the data properties of Pest24 finding that three factors mainly affect pest detection.•Experiments suggest the practical values of several STOA detection methods for real-time monitoring pests.•Pest24 can be used as gold standard for DL-based detection algorithm evaluation in the community.
Year
DOI
Venue
2020
10.1016/j.compag.2020.105585
Computers and Electronics in Agriculture
Keywords
DocType
Volume
Agricultural pests,Data set,Object detection,Deep learning
Journal
175
ISSN
Citations 
PageRank 
0168-1699
1
0.35
References 
Authors
0
7
Name
Order
Citations
PageRank
Qi-Jin Wang110.35
Sheng-yu Zhang211.36
Shifeng Dong321.39
Guang-Cai Zhang410.35
J. Yan56513.68
Rui Li64911.99
Hong-Qiang Wang710.69