Real-Time Cattle Pose Estimation Based on Improved RTMPose

Real-Time Cattle Pose Estimation Based on Improved RTMPose

Accurate cattle pose estimation is essential for Precision Livestock Farming (PLF). Computer vision-based, non-contact cattle pose estimation technology can be applied for behaviour recognition and lameness detection. Existing methods still face challenges in achieving fast cattle pose estimation in...

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Bibliographic Details
Main Authors: Xiaowu Li, Kun Sun, Hongbo Fan, Zihan He
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Agriculture
Subjects:
cattle pose estimation
RTMPose
FasterNest Block
SimAM attention
Depth Block
Online Access:https://www.mdpi.com/2077-0472/13/10/1938

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