# A Wildfire Smoke Detection System Using Unmanned Aerial Vehicle Images Based on the Optimized YOLOv5

> Research article (Sensors, 2022) · cited 92× · AI/ML

**Wikidata**: [openalex:W4311104091](https://www.wikidata.org/wiki/openalex:W4311104091)  
**Source**: https://4ort.xyz/entity/a-wildfire-smoke-detection-system-using-unmanned-aerial-vehicle-images-based-on-the-optimized-yolov5