Trap colour strongly affects the ability of deep learning models to recognize insect species in images of sticky traps

• المؤلفون الرئيسيون: Song-Quan Ong, Toke Thomas Høye
• التنسيق: مقال
• اللغة: English
• منشور في: Wiley Online Library 2024
• الموضوعات: Q300-390 Cybernetics; QL461-599.82 Insects; QL750-795 Animal behavior
• الوصول للمادة أونلاين: https://eprints.ums.edu.my/id/eprint/43419/1/FULL%20TEXT.pdf; https://eprints.ums.edu.my/id/eprint/43419/; https://doi.org/10.1002/ps.8464. Epub 2024 Oct 8.

BACKGROUND: The use of computer vision and deep learning models to automatically classify insect species on sticky traps has proven to be a cost- and time-efficient approach to pest monitoring. As different species are attracted to different colours, the variety of sticky trap colours poses a challe...