Deep Learning-Based Fertilizer Recommendation System Using Nutrient Deficiency Prediction
Nutritional deficiencies in plant lead to stunted growth in plants, which can result in low crop
productivity. Currently machine learning models are employed for detecting abnormalities in …
productivity. Currently machine learning models are employed for detecting abnormalities in …
[PDF][PDF] Deep Learning-Based Fertilizer Recommendation System using Nutrient Deficiency Prediction
J Madhuri, KJ Bhanushree - researchgate.net
Nutritional deficiencies in plant lead to stunted growth in plants, which can result in low crop
productivity. Currently machine learning models are employed for detecting abnormalities in …
productivity. Currently machine learning models are employed for detecting abnormalities in …
Prediction and detection of nutrition deficiency using machine learning
AK Mishra, N Tripathi, A Gupta… - 2023 International …, 2023 - ieeexplore.ieee.org
The plant producers have a hard time identifying nutritional inadequacies in their crops. The
capacity to recognize these comprehensive nutritional deficiencies could help regulate …
capacity to recognize these comprehensive nutritional deficiencies could help regulate …
Fertilizer Recommendation for Rice Crop based on NPK Nutrient deficiency using Deep Neural Networks and Random Forest Algorithm
T Bhavya, R Seggam, RK Jatoth - 2023 3rd International …, 2023 - ieeexplore.ieee.org
Nutrient deficiency has a noteworthy impact on agriculture which results in reduced plant
quality in turn reduced crop yield. A plant can have Multiple deficiencies at the same time so …
quality in turn reduced crop yield. A plant can have Multiple deficiencies at the same time so …
Deep Learning-Based Image Analysis for Detecting Nutrient Deficiencies of Tomato Plants
KCN Jayasiri, S Chandrasiri… - … on Advancements in …, 2023 - ieeexplore.ieee.org
Tomato is one of the most popular crops worldwide. The success of a tomato crop is highly
dependent on the health of the plants. Nutrient deficiency surveillance is typically conducted …
dependent on the health of the plants. Nutrient deficiency surveillance is typically conducted …
[PDF][PDF] Plant nutrient deficiency detection using deep convolutional neural network
Nutrient deficiency is a common condition that can spread and affect plants, if it is not
handled quickly. For this time, deficiency surveillance is carried on manually which needs …
handled quickly. For this time, deficiency surveillance is carried on manually which needs …
Nutrient Deficiency Detection in Leaves using Deep Learning
SS Manhas, R Randive, S Sawant… - 2021 International …, 2021 - ieeexplore.ieee.org
Nutrient deficiency is major problem in the agricultural field and solutions available for this
problem are not sufficient. Concept of Neural Network and Deep Learning can be used to …
problem are not sufficient. Concept of Neural Network and Deep Learning can be used to …
Deep Neural Networks for Classifying Nutrient Deficiencies in Rice Plants Using Leaf Images
Nutrients are vital in ensuring expected crop growth and yield quality. Accurate identification
of nutrient deficiencies in plants is essential to provide appropriate supplements of fertilizers …
of nutrient deficiencies in plants is essential to provide appropriate supplements of fertilizers …
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 …
sizable section of the workforce. The demand for food is increasing and analysis of …
A comparative study of deep CNN in forecasting and classifying the macronutrient deficiencies on development of tomato plant
TT Tran, JW Choi, TTH Le, JW Kim - Applied Sciences, 2019 - mdpi.com
Featured Application In this paper, Deep Learning has been used to classify, predict early
nutrient deficiencies during the growth of tomato plant. This study can be applied to …
nutrient deficiencies during the growth of tomato plant. This study can be applied to …