- Article
Effectiveness of YOLO Architectures in Tree Detection: Impact of Hyperparameter Tuning and SGD, Adam, and AdamW Optimizers
- André Magalhães Moraes,
- Luiz Felipe Pugliese,
- Rafael Francisco dos Santos,
- Giovani Bernardes Vitor,
- Rodrigo Aparecido da Silva Braga and
- Fernanda Rodrigues da Silva
This study investigates the optimization of tree detection in static images using YOLOv5, YOLOv8, and YOLOv11 models, leveraging a custom non-standard image bank created exclusively for this research. Objectives: To enhance tree detection in static i...

