Automatic detection and counting of stacked eucalypt timber using the YOLOv8 model

• Main Authors: Casas, Gianmarco Goycochea, Ismail, Zool Hilmi, Limeira, Mathaus Messias Coimbra, Lopes da Silva, Antonilmar Araújo, Leite, Helio Garcia
• Format: Article
• Language: English
• Published: Multidisciplinary Digital Publishing Institute (MDPI) 2023
• Subjects: T Technology (General)
• Online Access: http://eprints.utm.my/107162/1/ZoolHilmiIsmail2023_AutomaticDetectionandCountingofStackedEucalypt.pdf; http://eprints.utm.my/107162/; http://dx.doi.org/10.3390/f14122369

The objective of this project was to automate the detection and counting process of stacked eucalypt (hybrid Eucalyptus urophylla x Eucalyptus grandis) timber in the forestry industry using the YOLOv8 model. The dataset consists of 230 diverse images of eucalypt roundwood, including images of roundw...