Deep learning-based sow posture classifier using colour and depth images

Deep learning-based sow posture classifier using colour and depth images

Assessing sow posture is essential for understanding their physiological condition and helping farmers improve herd productivity. Deep learning-based techniques have proven effective for image interpretation, offering a better alternative to traditional image processing methods. However, distinguish...

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Bibliographic Details
Main Authors: Verônica Madeira Pacheco, Tami M. Brown-Brandl, Rafael Vieira de Sousa, Gary A. Rohrer, Sudhendu Raj Sharma, Luciane Silva Martello
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Smart Agricultural Technology
Subjects:
Computer vision
Multisource image
Precision livestock farming
Sow posture detection
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375524001680
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