Enhancing crop health by identifying leaf disease with high accuracy using CNN

TSL Suvarna, NN Sai, SD Rao… - … on Secure Cyber …, 2023 - ieeexplore.ieee.org
In recent years, plant diseases have become a top concern for farmers and agriculturalists.
In this paper, seven plant species like apple, tomato, potato, grape, bell pepper, corn, peach …

Crop Disease Prediction Using Machine Learning

P Sivaprakash, M Sankar… - 2023 International …, 2023 - ieeexplore.ieee.org
Food is one of life's vital resources that everyone needs in order to survive. But not everyone
is entitled to a nice meal every day. The World Health Organization estimates that two-thirds …

Detection of Leaf Diseases in Agricultural Plants Using Machine Learning

D Kholiya, AK Mishra, A Dumka… - … Engineering & their …, 2023 - ieeexplore.ieee.org
Identifying plant leaves early on is key to preventing catastrophic outbreaks. An important
study area is automatic disease detection in plants. Fungi, bacteria, and viruses are the main …

Detection Of Leaf Diseases in Pulses, Fruits and Vegetables

R Sowjanya, TL Prasanna, PA Khan… - 2022 8th …, 2022 - ieeexplore.ieee.org
Agriculture is critical to our economic well-being. A wide range of illnesses may have a
significant impact on the yield. Detection of plant diseases at an early stage is critical to …

Plant Disease Detection Using Convolution Neural Network

KP Rani, G Lavanya, KS Madhuri… - … on Advancements in …, 2024 - ieeexplore.ieee.org
Today the persistence of plant and plant diseases is a substantial problem for cultivators,
disease diagnosis is important in the farm. To preserve the production of crops, adequate …

Automatic Leaf Disease Detection Using Convolution Neural Network

S Choudhary, G Swathi, S Kumar… - 2023 International …, 2023 - ieeexplore.ieee.org
Pests damage plants and crops, which have an impact on the nation's agricultural output.
Usually, farmers or professionals used their own eyes to examine the plants to look for …

Detection and Categorization of Tomato Plant Diseases using A Convolutional Neural Network

S Sridevi, S Famila, G Mariammal… - 2024 International …, 2024 - ieeexplore.ieee.org
Early disease diagnosis and classification in tomato plants may save farmers money on crop
treatments and lead to enhanced food output. There has been a lot of work done by …

Analysis of CNN Models using Augmented Data in Tomato Diseases

P Sharma, RK Yadav, SS Rawat - 2024 11th International …, 2024 - ieeexplore.ieee.org
A vital source of nourishment for millions of people, tomatoes are one of the most significant
vegetables in the world. However, many diseases may substantially decrease the yield and …

Image-Based Plant Disease Classification for the Management of Crop Health

MS Shankar, R Adishesha, H Kumar… - … on Advances in …, 2024 - ieeexplore.ieee.org
Categorizing plant diseases is crucial for ensuring agricultural production and food security.
In this research, we investigate two distinct methods for classifying plant diseases …

Detection of Plant Disease using Convolutional Neural Networks (CNN)

T Chaturya, Y Swathi, V Kumar… - … Computing and Data …, 2023 - ieeexplore.ieee.org
One of the key elements determining every nation's development is agricultural sector.
Approximately 65% of India's population depends on agriculture. The crops contract a …