E-Book AI-Based Image Classification For Oil Palm Harvesting

Detail Ebook

Penulis
usuf Athallah Adriyansyah, B.Comp.Sc.(AI)(Hons). dan Ir. Feri Adriyanto, Ph.D., IPU., ASEAN Eng.
Halaman
xiv, 166 pages
Tahun Terbit
2025

Penerbit
Deepublish Digital

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Sinopsis Buku

E-Book AI-Based Image Classification For Oil Palm Harvesting

In Southeast Asia, palm oil plays a vital role as a key economic commodity, especially in countries like Malaysia and Indonesia. Despite its importance, the industry faces critical challenges such as a shrinking labor force and inconsistent assessments of fruit ripeness. These issues contribute to operational inefficiencies, increased waste, and negative environmental impacts. Moreover, conventional harvesting practices, which depend heavily on human judgment, are both costly and error-prone—ultimately reducing the quality of yields and overall profitability.

A significant number of tropical countries are heavily dependent on oil palm as an essential element of their economic structure. It functions not merely as a cash crop but also as a provider of jobs and national income. The industry predominantly revolves around the cultivation of oil palm trees, which generate two main products: palm oil and palm kernel oil. These products are found in a wide array of applications, including food, cosmetics, and biofuels.

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