Robust Object Detection Under Smooth Perturbations in Precision Agriculture

Robust Object Detection Under Smooth Perturbations in Precision Agriculture

Machine learning algorithms are increasingly used to enhance agricultural productivity cost-effectively. A critical task in precision agriculture is locating a plant’s root collar. This is required for the site-specific fertilization of the plants. Though state-of-the-art machine learning models ach...

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Bibliographic Details
Main Authors: Nesma Talaat Abbas Mahmoud, Indrek Virro, A. G. M. Zaman, Tormi Lillerand, Wai Tik Chan, Olga Liivapuu, Kallol Roy, Jüri Olt
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:AgriEngineering
Subjects:
AI-based agriculture
computer vision
machine learning
object detection
perturbation
precision agriculture
Online Access:https://www.mdpi.com/2624-7402/6/4/261
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