Collaborative Optimization of Model Pruning and Knowledge Distillation for Efficient and Lightweight Multi-Behavior Recognition in Piglets

Collaborative Optimization of Model Pruning and Knowledge Distillation for Efficient and Lightweight Multi-Behavior Recognition in Piglets

In modern intensive pig farming, accurately monitoring piglet behavior is crucial for health management and improving production efficiency. However, the complexity of existing models demands high computational resources, limiting the application of piglet behavior recognition in farming environment...

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Bibliographic Details
Main Authors: Yizhi Luo, Kai Lin, Zixuan Xiao, Yuankai Chen, Chen Yang, Deqin Xiao
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Animals
Subjects:
piglet
multi-behavior recognition
prune
distill
precision livestock farming
Online Access:https://www.mdpi.com/2076-2615/15/11/1563
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