Oil palm loose fruit detection using YOLOv4 for an autonomous mobile robot collector

This study researches the usage of YOLOv4 for real-time loose fruit detection in oil palm plantations as the first step in implementing automation in the collection of loose fruits. Our system leverages high-resolution video data (4K and 1080p) from various plantation settings. To address the challe...

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Bibliographic Details
Main Authors: Japar, Ahmed Fareed, Ramli, Hafiz Rashidi, Norsahperi, Nor Mohd Haziq, Wan Hasan, Wan Zuha
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2024
Online Access:http://psasir.upm.edu.my/id/eprint/113876/
http://psasir.upm.edu.my/id/eprint/113876/1/113876.pdf