Deep learning for medium-scale agricultural crop detection through aerial view images

Deep learning for medium-scale agricultural crop detection through aerial view images

This research project focuses on utilizing two state-of-the-art YOLOv4-based deep learning models, for large-scale agricultural crop detection using Unmanned Aerial Vehicles (UAVs). The objective is to develop an accurate and efficient crop detection system capable of identifying chili crops, eggpla...

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Bibliographic Details
Main Authors: Lau, Wei Hong, Mohd Azraai, Mohd Razman, Mohd Izzat, Mohd Rahman, Muhammad Nur Aiman, Shapiee
Format: Article
Language:English
Published: Penerbit UMP 2023
Subjects:
S Agriculture (General)
TJ Mechanical engineering and machinery
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://umpir.ump.edu.my/id/eprint/38095/
http://umpir.ump.edu.my/id/eprint/38095/1/Deep%20Learning%20for%20Medium_Scale%20Agricultural%20Crop%20Detection.pdf

Internet

http://umpir.ump.edu.my/id/eprint/38095/
http://umpir.ump.edu.my/id/eprint/38095/1/Deep%20Learning%20for%20Medium_Scale%20Agricultural%20Crop%20Detection.pdf

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