Detecting Severity Levels of Cucumber Leaf Spot Disease using ResNext Deep Learning Model: A Digital Image Analysis Approach

A Bansal, R Sharma, V Sharma… - 2023 4th International …, 2023 - ieeexplore.ieee.org
The fungal disease known as cucumber leaf spot (CLS) is capable of causing substantial
damage to cucumber crops, leading to a decrease in production and quality. Early detection …

[HTML][HTML] Leveraging Convolutional Neural Networks for Disease Detection in Vegetables: A Comprehensive Review

M Mahmood ur Rehman, J Liu, A Nijabat, M Faheem… - Agronomy, 2024 - mdpi.com
Timely and accurate detection of diseases in vegetables is crucial for effective management
and mitigation strategies before they take a harmful turn. In recent years, convolutional …

Farm-Level Smart Crop Recommendation Framework Using Machine Learning

A Bhola, P Kumar - Annals of Data Science, 2024 - Springer
Agriculture is the primary source of food, fuel, and raw materials and is vital to any country's
economy. Farmers, the backbone of agriculture, primarily rely on instinct to determine what …

Detection of small targets in cucumber disease images through global information perception and feature fusion

X Wang, J Liu - Frontiers in Sustainable Food Systems, 2024 - frontiersin.org
The cucumber disease images obtained from natural environments often contain noise such
as variations in lighting and soil conditions, which significantly impact the accuracy of …

Deep feature-support vector machine based hybrid model for multi-crop leaf disease identification in Corn, Rice, and Wheat

A Bhola, P Kumar - Multimedia Tools and Applications, 2024 - Springer
Abstract Corn, Rice, and Wheat serve as primary staple foods globally, playing a pivotal role
in the economies of numerous countries. Despite their paramount importance, these cereal …

Implementation of Convolutional Neural Network (CNN) for Image Classification of Leaf Disease In Mango Plants Using Deep Learning Approach

PD Rinanda, DN Aini, TA Pertiwi, S Suryani… - … Research Journal of …, 2024 - journal.irpi.or.id
Plant diseases pose a serious threat to a country's economy and food security. One way to
identify diseases in plants is through the visible features on their leaves. Farmers need to …

[PDF][PDF] ML-CSFR: A Unified Crop Selection and Fertilizer Recommendation Framework based on Machine Learning

A Bhola, P Kumar - Scalable Computing: Practice and Experience, 2024 - scpe.org
Sustainable and substantial crop production is essential globally, especially considering the
increasing population. To achieve this, selecting appropriate crops and applying necessary …