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September 1, 2024Journal of Animal Science

465 Comparative analysis of semantic segmentation and deep regression models with supervised pre-training for accurate prediction of pig body weight from video data: Insights from industry-scale datasets

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Authors

YBYe BiJXJianhua XuanYHYijian Huang

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Bi et al. (2024) studied this question.

synapsesocial.com/papers/68e59fa7b6db643587539f55https://doi.org/10.1093/jas/skae234.472
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Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1A Novel Approach of Pig Weight Estimation Using High-Precision Segmentation and 2D Image Feature Extraction2025 · 10 citations
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  4. 4SAM 2-Assisted Vision Transformer and Morphometric Feature Engineering for Pig Weight Estimation from RGB Images2026
  5. 5Real-World Pig Weight Estimation via Morphometry-Guided Coupled Learning from Top-View Depth Images2026