Comparison of Adaptive Traffic Light Management Systems Using YOLOv8n and YOLO26n

Published:

A comparative evaluation of YOLOv8n and YOLO26n with ByteTrack for real-time vehicle detection in adaptive traffic management systems, benchmarked on MAE, MAPE, FPS, and inference latency across varied traffic and lighting conditions in Jakarta.

Recommended citation: Kartino, K. K., Paendong, D. V. A., Benedicta, A., Widyanto, J. C. A., Subagyo, M. A., & Tarigan, G. A. (2026). "Comparison of Adaptive Traffic Light Management Systems Using YOLOv8n and YOLO26n."