Application of deep learning methods in behavior recognition of laying hens

Poultry behaviors reflect the health status of poultry. For four behaviors of laying hens, such as standing, lying, feeding, and grooming, four deep learning methods for recognition were compared in this paper, as Efficientnet-YoloV3, YoloV4-Tiny, YoloV5, and Faster-RCNN. First, the behavior detecti...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Frontiers in Physics
المؤلفون الرئيسيون: Fujie Wang, Jiquan Cui, Yingying Xiong, Huishan Lu
التنسيق: مقال
اللغة:الإنجليزية
منشور في: Frontiers Media S.A. 2023-02-01
الموضوعات:
behavior detection
deep learning
poultry behaviors
faster-RCNN
YoloV5
الوصول للمادة أونلاين:https://www.frontiersin.org/articles/10.3389/fphy.2023.1139976/full

الانترنت

https://www.frontiersin.org/articles/10.3389/fphy.2023.1139976/full

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