Automatic detection and counting of stacked eucalypt timber using the YOLOv8 model
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...
Saved in:
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: | |
Online Access: | http://eprints.utm.my/107162/1/ZoolHilmiIsmail2023_AutomaticDetectionandCountingofStackedEucalypt.pdf http://eprints.utm.my/107162/ http://dx.doi.org/10.3390/f14122369 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Assessment of a monthly data structure for growth and yield projections from early to harvest age in hybrid eucalypt stands
by: Casas, Gianmarco Goycochea, et al.
Published: (2023) -
Assessing the performance of YOLOv5, YOLOv6, and YOLOv7 in road defect detection and classification: a comparative study
by: Mohd Yusof, Najiha 'Izzaty, et al.
Published: (2024) -
Real-time vehicle counting using custom YOLOv8n and DeepSORT for resource-limited edge devices
by: Saadeldin, Abuelgasim, et al.
Published: (2024) -
Oceanographic Object Detection with YOLOv3
by: Sekaran, Sugethan
Published: (2019) -
COMPARISON OF CHILD DETECTION SYSTEM WITH ARTIFICIAL INTELLIGENCE USING MOBILENET, YOLOV2 AND YOLOV3 FOR OBJECT DETECTION
by: DON PEREZ, LIAP
Published: (2019)