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Section Symposium

Plant-Insect Ecosystems

Physiology, Biochemistry, and Toxicology

Larry Larson Symposium: Responsible Crop Protection, a Journey of Innovation from Past to Future

Machine learning vision for insect monitoring

Tuesday, November 11, 2025
2:10 PM - 2:35 PM Pacific
Location: Oregon Convention Center, D137-138, OCC
Oral Presentation
Machine learning vision has been applied in different disciplines to automate sampling activities and agriculture production. This technology can be applied to detect, identify, or count pests, increasing precision agriculture use in Entomology. We developed frameworks with models and prototype web applications capable of detecting and counting pests across different systems. These tools can be integrated into applications and unmanned vehicles for site-specific management, potentially transforming traditional pest monitoring and decision-making.