Automated Muzzle Detection and Biometric Identification via Few-Shot Deep Transfer Learning of Mixed Breed Cattle

Automated Muzzle Detection and Biometric Identification via Few-Shot Deep Transfer Learning of Mixed Breed Cattle

Livestock welfare and management could be greatly enhanced by the replacement of branding or ear tagging with less invasive visual biometric identification methods. Biometric identification of cattle from muzzle patterns has previously indicated promising results. Significant barriers exist in the t...

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Bibliographic Details
Main Authors: Ali Shojaeipour, Greg Falzon, Paul Kwan, Nooshin Hadavi, Frances C. Cowley, David Paul
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Agronomy
Subjects:
biometric identification
cattle
deep learning
few-shot learning
livestock welfare
muzzle detection
Online Access:https://www.mdpi.com/2073-4395/11/11/2365

Internet

https://www.mdpi.com/2073-4395/11/11/2365

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