2024
DOI: 10.35940/ijitee.k9994.13121124
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A Comprehensive Methodology for Image Recognition Utilizing Machine Learning and Computer Vision: Automation of the Harvesting Process

Nadia Adibah Rajab,
Dr. Nor Asmaa Alyaa Nor Azlan,
Prof. Dr. Wong Kuan Yew
et al.

Abstract: This study aims to investigate the machine learning techniques implemented in image recognition technology for the identification and classification of oil palm fruit ripeness. The accurate determination of fruit ripeness is crucial for optimizing harvest time and improving oil yield. The palm oil industry is one of the major plantations in Malaysia. The harvesting process of oil palm fruit was conducted with traditional methods by relying on manual inspection, which can be subjective and inconsistent. Plus, i… Show more

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