Chen, F.; Zhang, Y.; Fu, L.; Xie, H.; Zhang, Q.; Bi, S. From YOLOv5 to YOLOv8: Structural Innovations and Performance Improvements. IJCSIT 2025, 6 (1), 93-100. https://doi.org/10.62051/ijcsit.v6n1.12.