# Application of conventional UAV-based high-throughput object detection to the early diagnosis of pine wilt disease by deep learning

> Research article (Forest Ecology and Management, 2021) · cited 130× · AI/ML

**Wikidata**: [openalex:W3126306463](https://www.wikidata.org/wiki/openalex:W3126306463)  
**Source**: https://4ort.xyz/entity/application-of-conventional-uav-based-high-throughput-object-detection-to-the-early-diagnosis-of-pine-wilt-disease-by-de