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Estimating Conformational Traits in Dairy Cattle With DeepAPS: A Two-Step Deep Learning Automated Phenotyping and Segmentation Approach

Assessing conformation features in an accurate and rapid manner remains a challenge in the dairy industry. While recent developments in computer vision has greatly improved automated background removal, these methods have not been fully translated to biological studies. Here, we present a composite...

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Vydáno v:Front Genet
Hlavní autoři: Nye, Jessica, Zingaretti, Laura M., Pérez-Enciso, Miguel
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7253626/
https://ncbi.nlm.nih.gov/pubmed/32508888
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fgene.2020.00513
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