# Efficient Detection of Forest Fire Smoke in UAV Aerial Imagery Based on an Improved Yolov5 Model and Transfer Learning

> Research article (Remote Sensing, 2023) · cited 41× · AI/ML

**Wikidata**: [openalex:W4389058407](https://www.wikidata.org/wiki/openalex:W4389058407)  
**Source**: https://4ort.xyz/entity/efficient-detection-of-forest-fire-smoke-in-uav-aerial-imagery-based-on-an-improved-yolov5-model-and-transfer-learning