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Fast animal pose estimation using deep neural networks

The need for automated and efficient systems for tracking full animal pose has increased with the complexity of behavioral data and analyses. Here we introduce LEAP (LEAP estimates animal pose), a deep-learning-based method for predicting the positions of animal body parts. This framework consists o...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Nat Methods
Egile Nagusiak: Pereira, Talmo D., Aldarondo, Diego E., Willmore, Lindsay, Kislin, Mikhail, Wang, Samuel S.-H., Murthy, Mala, Shaevitz, Joshua W.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2018
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC6899221/
https://ncbi.nlm.nih.gov/pubmed/30573820
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41592-018-0234-5
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