Jianjia Qi 2026. Application of Convolutional Neural Networks to Achieve Performance Enhancement of Robot Vision Inspection Systems for Industrial Production Lines. International Journal of Computer Information Systems and Industrial Management Applications. 18, (Jan. 2026), 10. DOI:https://doi.org/10.70917/ijcisim-2026-0088.