Muhammad Zain Ul Abdin. “Fine-Tuning YOLOv8 for Top-View Vehicle Detection: Dataset Preparation, Training, and Performance Analysis for Traffic Surveillance”. Machines and Algorithms, vol. 5, no. 01, Mar. 2026, pp. 3-12, doi:10.66108/mna.v5i01.88.