2026 Computer Vision Conference Paper

Residential Zone Traffic Sign Detection for Vietnam’s Speed Enforcement: A Two-Class YOLOv8 Dataset and Model for R420/R421 Signs

Ushik Shrestha Khwakhali, H. Nguyen, S. Lukman, T. N. Nguyen, T. Pham, H. V. Nguyen, R. Shrestha, P. Bachhar

INFINITYS 2026, Solo, Indonesia

Abstract

Presents a two-class dataset and YOLOv8 model for detecting Vietnam’s R420/R421 residential-zone traffic signs in support of speed enforcement.

Impact

Best Paper Award

Keywords

Computer VisionYOLOv8Traffic Sign DetectionObject Detection

APA-style Citation

Ushik Shrestha Khwakhali, H. Nguyen, S. Lukman, T. N. Nguyen, T. Pham, H. V. Nguyen, R. Shrestha, P. Bachhar (2026). Residential Zone Traffic Sign Detection for Vietnam’s Speed Enforcement: A Two-Class YOLOv8 Dataset and Model for R420/R421 Signs. INFINITYS 2026, Solo, Indonesia.

BibTeX

@inproceedings{Khwakhali2026residential,
  author    = {Ushik Shrestha Khwakhali and H. Nguyen and S. Lukman and T. N. Nguyen and T. Pham and H. V. Nguyen and R. Shrestha and P. Bachhar},
  title     = {Residential Zone Traffic Sign Detection for Vietnam’s Speed Enforcement: A Two-Class YOLOv8 Dataset and Model for R420/R421 Signs},
  year      = {2026},
  booktitle = {INFINITYS 2026, Solo, Indonesia}
}