# Analysis of vehicle and pedestrian detection effects of improved YOLOv8 model in drone-assisted urban traffic monitoring system

> Research article (PLoS ONE, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4408564449](https://www.wikidata.org/wiki/openalex:W4408564449)  
**Source**: https://4ort.xyz/entity/analysis-of-vehicle-and-pedestrian-detection-effects-of-improved-yolov8-model-in-drone-assisted-urban-traffic-monitoring