Pose estimation of sow and piglets during free farrowing using deep learning

Pose estimation of sow and piglets during free farrowing using deep learning

Automatic and real-time pose estimation is important in monitoring animal behavior, health, and welfare. In this paper, we utilized pose estimation for monitoring the farrowing process to prevent piglet mortality and preserve the health and welfare of the sow. State-of-the-art Deep Learning (DL) met...

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Bibliographic Details
Main Authors: Fahimeh Farahnakian, Farshad Farahnakian, Stefan Björkman, Victor Bloch, Matti Pastell, Jukka Heikkonen
Format: Article
Language:English
Published: Elsevier 2024-06-01
Series:Journal of Agriculture and Food Research
Subjects:
Deep learning
Convolutional neural networks
Livestock
Pose estimation
Animal behavior
Online Access:http://www.sciencedirect.com/science/article/pii/S2666154324001042

Internet

http://www.sciencedirect.com/science/article/pii/S2666154324001042

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