Use and adaptations of machine learning in big data—Applications in real cases in agriculture
A Cravero, S Sepúlveda - Electronics, 2021 - mdpi.com
The data generated in modern agricultural operations are provided by diverse elements,
which allow a better understanding of the dynamic conditions of the crop, soil and climate …
which allow a better understanding of the dynamic conditions of the crop, soil and climate …
A machine learning based framework for a stage-wise classification of date palm white scale disease
Date palm production is critical to oasis agriculture, owing to its economic importance and
nutritional advantages. Numerous diseases endanger this precious tree, putting a strain on …
nutritional advantages. Numerous diseases endanger this precious tree, putting a strain on …
A perspective view of cotton leaf image classification using machine learning algorithms using WEKA
BM Patil, V Burkpalli - Advances in Human‐Computer …, 2021 - Wiley Online Library
Cotton is one of the major crops in India, where 23% of cotton gets exported to other
countries. The cotton yield depends on crop growth, and it gets affected by diseases. In this …
countries. The cotton yield depends on crop growth, and it gets affected by diseases. In this …
A Plant Disease Classification Algorithm Based on Attention MobileNet V2
H Wang, S Qiu, H Ye, X Liao - Algorithms, 2023 - mdpi.com
Plant growth is inevitably affected by diseases, and one effective method of disease
detection is through the observation of leaf changes. To solve the problem of disease …
detection is through the observation of leaf changes. To solve the problem of disease …
[PDF][PDF] Classification of Cotton Leaf Diseases Using AlexNet and Machine Learning Models
P Borugadda, R Lakshmi, S Govindu - 2021 - academia.edu
Computer vision has been demonstrated as state-of-the-art technology in precision
agriculture in recent years. In this paper, an Alex net model was implemented to identify and …
agriculture in recent years. In this paper, an Alex net model was implemented to identify and …
[PDF][PDF] Dimensionality reduction-based approach to classify the cotton leaf images using transfer learning on VGG16
N Vinoda, P Borugadda, V Beera, RM Babu - Pharma Innov. J, 2022 - researchgate.net
In Precession agriculture, computer vision has been demonstrated as state-of-the-art
technology. In this paper, a VGG16 model was applied to identify and classify cotton leaf …
technology. In this paper, a VGG16 model was applied to identify and classify cotton leaf …
[PDF][PDF] Use and Adaptations of Machine Learning in Big Data—Applications in Real Cases in Agriculture. Electronics 2021, 10, 552
A Cravero, S Sepúlveda - 2021 - pdfs.semanticscholar.org
The data generated in modern agricultural operations are provided by diverse elements,
which allow a better understanding of the dynamic conditions of the crop, soil and climate …
which allow a better understanding of the dynamic conditions of the crop, soil and climate …
Date Palm White Scale Disease Detection using Convolutional Neural Networks (VGG16)
DY Reddy, ACK Reddy, CH Prakhyat… - 2024 International …, 2024 - ieeexplore.ieee.org
Date palm (Phoenix dactylifera) is a significant agricultural crop, but its productivity is often
hampered by various diseases such as brown spot and white scale infestations. Early …
hampered by various diseases such as brown spot and white scale infestations. Early …
Biotic Disease Recognition of Cassava Leaves Using Transfer Learning
Healthy plants are essential for supporting life on Earth. Biotic plant diseases adversely
impact food crops resulting in economical losses to farmers. Early and accurate diagnosis of …
impact food crops resulting in economical losses to farmers. Early and accurate diagnosis of …
[PDF][PDF] Research Article A Perspective View of Cotton Leaf Image Classification Using Machine Learning Algorithms Using WEKA
BM Patil, V Burkpalli - 2021 - academia.edu
Cotton is one of the major crops in India, where 23% of cotton gets exported to other
countries. e cotton yield depends on crop growth, and it gets affected by diseases. In this …
countries. e cotton yield depends on crop growth, and it gets affected by diseases. In this …