An Attention Mechanism-Improved YOLOv7 Object Detection Algorithm for Hemp Duck Count Estimation

An Attention Mechanism-Improved YOLOv7 Object Detection Algorithm for Hemp Duck Count Estimation

Stocking density presents a key factor affecting livestock and poultry production on a large scale as well as animal welfare. However, the current manual counting method used in the hemp duck breeding industry is inefficient, costly in labor, less accurate, and prone to double counting and omission....

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Bibliographic Details
Main Authors: Kailin Jiang, Tianyu Xie, Rui Yan, Xi Wen, Danyang Li, Hongbo Jiang, Ning Jiang, Ling Feng, Xuliang Duan, Jianjun Wang
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Agriculture
Subjects:
object detection
YOLOv7
attention mechanism
deep learning
hemp duck count
Online Access:https://www.mdpi.com/2077-0472/12/10/1659

Internet

https://www.mdpi.com/2077-0472/12/10/1659

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