About this document
YOLOv8s-Longan: Lightweight UAV Detection by ngonhatthinh2004 is a document available to read on EtoBox.
The document presents the YOLOv8s-Longan, a lightweight deep learning algorithm designed for detecting longan fruits using unmanned aerial vehicles (UAVs). This model integrates advanced attention mechanisms and a novel loss function to enhance detection accuracy while reducing computational demands, achieving a mean Average Precision ([email protected]) of 84.3%. The algorithm demonstrates effective performance in complex orchard environments, addressing challenges related to fruit visibility and UAV operational con
- Author
- ngonhatthinh2004
- Language
- EN