Swift Transfer of Lactating Piglet Detection Model Using Semi-Automatic Annotation Under an Unfamiliar Pig Farming Environment

Manual annotation of piglet imagery across varied farming environments is labor-intensive. To address this, we propose a semi-automatic approach within an active learning framework that integrates a pre-annotation model for piglet detection. We further examine how data sample composition influences...

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Bibliographic Details
Main Authors: Qi’an Ding, Fang Zheng, Luo Liu, Peng Li, Mingxia Shen
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Agriculture
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Online Access:https://www.mdpi.com/2077-0472/15/7/696
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