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. 2020 Aug 12;10:13665. doi: 10.1038/s41598-020-70688-6

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© The Author(s) 2020

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.

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Example of detecting pig postures across a period of 900 consecutive frames, with an interval of 300, using our primary model. The proposed model generated indices to each pig behaviour; it also assigned a vID to each pig to associate these across frames. The images in the figure were extracted from our dataset (‘Methods’ section).