Application of Machine Learning and Internet of Things for Identification of Nutrient Deficiencies in Oil Palm

R Mahendran, SN Tadiboina… - … and Informatics (IC3I …, 2022 - ieeexplore.ieee.org
Several products derived from oil palm trees are sold commercially, bringing in money for
the country and the people that live there. Because of this, the land available for oil palm …

Conceptual framework of smart fertilization management for oil palm tree based on IOT and deep learning

NANM Adib, S Daliman - IOP Conference Series: Earth and …, 2021 - iopscience.iop.org
Oil palm trees contribute economic income to the national and community by generating
various types of productions. This will cause an expansion of the area for the plantation of oil …

Expert system for oil palm leaves deficiency to support precision agriculture

DP Putra, P Bimantio, T Suparyanto… - 2021 International …, 2021 - ieeexplore.ieee.org
Expert systems are an option in the implementation of agricultural cultivation, which can
provide comprehensive information to make crop cultivation more precise. The expert …

[PDF][PDF] Convolutional Neural Network Based Nutrient Deficiency Classification in Leaves of Elaeis guineensis Jacq

N Srisook, O Tuntoolavest… - … Journal of Computer …, 2022 - cspub-ijcisim.org
Nutrient deficiency is one of the main causes of the decline in oil palm production. In fact, oil
palm farmers cannot diagnose the symptoms of the nutrient deficiency by themselves …

[PDF][PDF] Computer Vision Based Machine Learning and Deep Learning Approaches for Identification of Nutrient Deficiency in Crops: A Survey.

M Sudhakar, RM Priya - Nature Environment & Pollution …, 2023 - neptjournal.com
Agriculture is a significant industry that plays a major role in a country's sustainable
environment and economic development. The global population demands increased food …

Internet of Things (IoT) based plant monitoring using machine learning

JD Espineli, KP Lewis - … in Information and Communication: Proceedings of …, 2021 - Springer
The concept of Internet of Things (IoT) is one of the emerging technologies nowadays. In
agriculture, there are seen utilization of IoT specifically in monitoring purposes. The IoT …

Coconut disease prediction system using image processing and deep learning techniques

D Nesarajan, L Kunalan, M Logeswaran… - 2020 IEEE 4th …, 2020 - ieeexplore.ieee.org
Coconut production is the most important and one of the main sources of income in the Sri
Lankan economy. The recent time it has been observed that most of the coconut trees are …

Study of disease identification in pomegranate using leaf detection technique

PB Wakhare, S Neduncheliyan… - … on Emerging Smart …, 2022 - ieeexplore.ieee.org
Internet of Things (IoT) and Artificial Intelligence (AI) powered by 5G has opened new doors
of technology and innovations in the field of agriculture. There is a vast scope of application …

Palm leaf nutrient deficiency detection using convolutional neural network (CNN)

S Ibrahim, N Hasan, N Sabri… - … Journal of Nonlinear …, 2022 - ijnaa.semnan.ac.ir
Palm oil, scientifically known as Elaeis guineensis, is a rapidly growing commercial sector in
Southeast Asia with a diverse economic composition. Palm oil plantations are crucial in …

Plant Disease Severity Detection and Fertilizer Recommendation using Deep Learning Techniques

B Sudhir, DC Teja, K Sai, P Sridhar… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
In India, the agriculture industry plays a significant role in the economy and employs a
sizable section of the workforce. The demand for food is increasing and analysis of …