Towards Automated Chicken Monitoring: Dataset and Machine Learning Methods for Visual, Noninvasive Reidentification

Towards Automated Chicken Monitoring: Dataset and Machine Learning Methods for Visual, Noninvasive Reidentification

The chicken is the world’s most farmed animal. In this work, we introduce the Chicks4FreeID dataset, the first publicly available dataset focused on the reidentification of individual chickens. We begin by providing a comprehensive overview of the existing animal reidentification datasets. Next, we...

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Bibliographic Details
Main Authors: Daria Kern, Tobias Schiele, Ulrich Klauck, Winfred Ingabire
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Animals
Subjects:
chicken
poultry
livestock
re-ID
individual identification
transformer
Online Access:https://www.mdpi.com/2076-2615/15/1/1
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