Optimizing Cattle Behavior Analysis in Precision Livestock Farming: Integrating YOLOv7-E6E with AutoAugment and GridMask to Enhance Detection Accuracy

Recently, the growing demand for meat has increased interest in precision livestock farming (PLF), wherein monitoring livestock behavior is crucial for assessing animal health. We introduce a novel cattle behavior detection model that leverages data from 2D RGB cameras. It primarily employs you only...

Full description

Bibliographic Details
Main Authors: Hyeon-seok Sim, Tae-kyeong Kim, Chang-woo Lee, Chang-sik Choi, Jin Soo Kim, Hyun-chong Cho
Format: Article
Language:English
Published: MDPI AG 2024-04-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/14/9/3667