Smart Dairy Farming: A Mobile Application for Milk Yield Classification Tasks

Smart Dairy Farming: A Mobile Application for Milk Yield Classification Tasks

This study analyzes the use of a lightweight image-based deep learning model to classify dairy cows into low-, medium-, and high-milk-yield categories by automatically detecting the udder region of the cow. The implemented model was based on the YOLOv11 architecture, which enables efficient object d...

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Bibliographic Details
Main Authors: Allan Hall-Solorio, Graciela Ramirez-Alonso, Alfonso Juventino Chay-Canul, Héctor A. Lee-Rangel, Einar Vargas-Bello-Pérez, David R. Lopez-Flores
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Animals
Subjects:
milk yield classification
object detector
YOLOv11
mobile application
Online Access:https://www.mdpi.com/2076-2615/15/14/2146
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