Crop prediction model using machine learning algorithms

E Elbasi, C Zaki, AE Topcu, W Abdelbaki, AI Zreikat… - Applied Sciences, 2023 - mdpi.com
Machine learning applications are having a great impact on the global economy by
transforming the data processing method and decision making. Agriculture is one of the …

Green Intelligence: A Sequential CNN Odyssey in Mustard Leaf Disease Detection

C Sharma, S Sharma, T Sharma… - … for Sustainability and …, 2024 - ieeexplore.ieee.org
Mustard plants are a crucial agricultural commodity for food and oil production. However,
they are frequently vulnerable to various diseases that can substantially reduce crop yield …

Cacao Pod Infection Level Classification Using Transfer Learning

RA Godmalin, CJ Aliac… - 2023 IEEE Open …, 2023 - ieeexplore.ieee.org
This research aims to address the constant threat to cacao farming, particularly from
diseases like black pod rot, by utilizing Artificial Intelligence (AI) and Deep Learning …

Crop Recommendation Using Machine Learning

VS Priya, BV Ramana, AS Kumar… - 2023 International …, 2023 - ieeexplore.ieee.org
In current decades India has knowing a significant decline in land crop depiction generally
due to the damaging belongings of feeling change accurate prognosis of crop yield before …

Crop Recommendation And Disease Prediction Using IOT And AI

KS Priya, JA Jenifer, SP Janani… - 2024 10th …, 2024 - ieeexplore.ieee.org
Although farmers are the backbone of this emerging country, they face challenges in their
daily lives related to finances and finding a place to work. These farmers search far and wide …

AI-Driven Mustard Disease Identification: A Multiclass and Binary Classification Approach for Advanced Crop Health Monitoring

A Sood, PK Sarangi, AK Sahoo, L Rani… - 2023 3rd …, 2023 - ieeexplore.ieee.org
Important for both food and oil production, mustard plants are frequently susceptible to
maladies that can result in significant yield losses. Early detection and diagnosis of these …

Potato Leaf Disease Classification Using Deep Learning Model

R Kumar, T Agrawal, VD Dwivedi, H Khatter - International Conference on …, 2023 - Springer
India's primary industry is agriculture, which suffers an annual loss of 35% agricultural yield
due to plant diseases. Illness-related harvest losses are a serious issue for both major …

Prediction of Pathogen Causing Rice Plant Disease and Recommendation using Enhanced Machine Learning Technique

JS Priya, MH Priya, M Iyswarya… - 2024 3rd International …, 2024 - ieeexplore.ieee.org
Plant diseases pose significant challenges to agricultural productivity, impacting both the
quality and quantity of crop yields. Early detection and effective management of these …

Recommendation System for Crops Integrating with Specific soil parameters by Machine Learning Techniques

N Bhatt, S Varma - 2023 IEEE International Students' …, 2023 - ieeexplore.ieee.org
The process of investigating a set of data to extract useful information from that set is known
as “data mining.” Data mining has many applications, including in the areas of commerce …

A Machine Learning and Deep Learning-Based Web Application for Crop and Fertilizer Recommendation and Crop Disease Prediction

A Srinidhi, V Jahnavi, M Dholvan - International Conference on Soft …, 2023 - Springer
India is a country that is majorly dependent on agriculture and farming for livelihood. The
country's diverse soil lets farmers produce various crops throughout the year. Depending on …