# Enforcing Traffic Safety: A Deep Learning Approach for Detecting Motorcyclists’ Helmet Violations Using YOLOv8 and Deep Convolutional Generative Adversarial Network-Generated Images

> Research article (Algorithms, 2024) · cited 14× · AI/ML

**Wikidata**: [openalex:W4396806155](https://www.wikidata.org/wiki/openalex:W4396806155)  
**Source**: https://4ort.xyz/entity/enforcing-traffic-safety-a-deep-learning-approach-for-detecting-motorcyclists-helmet-violations-using-yolov8-and-deep-co