# Effectiveness of YOLO Architectures in Tree Detection: Impact of Hyperparameter Tuning and SGD, Adam, and AdamW Optimizers

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

**Wikidata**: [openalex:W4408536158](https://www.wikidata.org/wiki/openalex:W4408536158)  
**Source**: https://4ort.xyz/entity/effectiveness-of-yolo-architectures-in-tree-detection-impact-of-hyperparameter-tuning-and-sgd-adam-and-adamw-optimizers