Application of Machine Learning

L.P. Awasthi, Siddhartha Das, Richard F. Lee, Sudeepta Pattanayak · Plant Pathology · 2024

Food demand is rising daily due to the growing global population. This raises the fundamental issue of how to enhance food production while working with a finite amount of time and area. The pressures that plants face is another barrier to meeting the demand for food. They may be abiotic or biotic with plant diseases making up the majority, though. Combating the crop losses from plant diseases effectively, more rapidly, and with limited resources is the main problem. The focus of artificial intelligence has now shifted to cutting-edge agricultural science. Deep learning and hyperspectral imaging are two innovative approaches that can be used to identify and classify plant diseases. When it comes to keeping an eye on huge fields with many people working on them, this clever method is really helpful.

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