De Dios Garcia, J.C., Nava Nolazco, N., Monroy Cruz, E., Galvan Marlon, Z., Garcia Carrillo , L.R., Macias Martinez, V.A., Ordaz Rodriguez , N. and Orozco Garcia, H.E. 2025. Comparative study of Convolutional Neural Networks performance and efficiency with YOLOv8 models applied for pest detection purposes in bean plants. International Journal of Combinatorial Optimization Problems and Informatics. 16, 2 (Mar. 2025), 112–122. DOI:https://doi.org/10.61467/2007.1558.2025.v16i2.603.