Visual Identification of Individual Holstein-Friesian Cattle via Deep Metric Learning

16 Jun 2020William AndrewJing GaoSiobhan MullanNeill CampbellAndrew W DowseyTilo Burghardt

Holstein-Friesian cattle exhibit individually-characteristic black and white coat patterns visually akin to those arising from Turing's reaction-diffusion systems. This work takes advantage of these natural markings in order to automate visual detection and biometric identification of individual Holstein-Friesians via convolutional neural networks and deep metric learning techniques... (read more)

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