Article Sidebar
Published:
May 31, 2023Keywords:
You only look once; Cattle; Image segmentation; Livestock; YOLOv7
Article Details
Issue
Section
Articles
JASEM has joined the Creative Commons Attribution License (CCAL). Therefore articles in JASEM are open access articles distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Main Article Content
YOLOv7 Applied to Livestock Image Detection and Segmentation Tasks in Cattle Grazing Behavior, Monitor and Intrusions
Abstract
You only look once (YOLO) is a state-of-the-art, real-time object detection system. YOLO version 7 (YOLOv7) model is a variant of YOLO. The objective of this paper is to apply YOLOv7 to livestock image detection and segmentation tasks in cattle grazing behavior, monitor and intrusions. Data obtained revealed that YOLOv7 performs better in terms of speed and accuracy with a mAP of 0.95 than the baseline techniques.
