Deep learning-based segmentation and classification of leaf images for detection of tomato plant disease

M Shoaib, T Hussain, B Shah, I Ullah… - Frontiers in plant …, 2022 - frontiersin.org
Plants contribute significantly to the global food supply. Various Plant diseases can result in
production losses, which can be avoided by maintaining vigilance. However, manually …

A review of leaf diseases detection and classification by deep learning

AS Doutoum, B Tugrul - IEEE Access, 2023 - ieeexplore.ieee.org
Leaf's primary function is to produce nutrients through photosynthesis and support the
plant's growth. Leaf diseases caused by bacteria or other pathogens can negatively impact …

Tomato Leaf Disease Prediction Based on Deep Learning Techniques

A Singh, S Kumar, D Choudhury - International Conference on …, 2024 - Springer
Tomatoes, globally cherished and pivotal to diverse cuisines, face substantial threats to their
quality and quantity due to various diseases. This research paper applies a deep learning …

The efficiency of transfer learning and data augmentation in lemon leaf image classification

A Saygılı - European Journal of Engineering and Applied …, 2023 - dergipark.org.tr
Leaf diseases in trees and plants are important factors that directly affect the yield of
agricultural products. This problem may cause a decrease in the production capacity and …

Development of a mobile application for plant disease detection using parameter optimization method in convolutional neural networks algorithm

A Fauzi, I Syarif, T Badriyah - EMITTER International Journal of …, 2023 - emitter.pens.ac.id
Plant diseases are a serious problem in agriculture that affects both the quantity and quality
of the harvest. To address this issue, authors developed a mobile software capable of …

Disease Identification in Organic Plants Using Deep Learning

R Shah, J Patel - 2024 IEEE Region 10 Symposium (TENSYMP …, 2024 - ieeexplore.ieee.org
Agriculture in India holds immense importance, particularly due to the country's rapidly
growing population and the increasing demand for food. Consequently, boosting crop …

Tomato leaf disease detection and classification using custom modified alexnet

DH Senbatu, BS Girma, YM Ayano - Pan African Conference on Artificial …, 2022 - Springer
Tomatoes are used in almost every kitchen worldwide and are produced in large quantities.
The productivity of tomato crops, both qualitatively and quantitatively, suffers from various …

A Comprehensive Review on Automatic Detection and Early Prediction of Tomato Diseases and Pests Control Based on Leaf/Fruit Images

S Sharma, G Sharma, E Menghani… - … Conference on Cyber …, 2021 - Springer
Recently, deep learning has proven to be extremely effective in solving challenges
connected to the identification of plant diseases. Nevertheless, when a model trained on a …

Real-Time Tomato Leaf Disease Detection and Diagnosis Using Deep Learning-Based Computer Vision Techniques

S Kanakaprabha, P Arulprakash, GG Kumar… - … Conference on Machine …, 2023 - Springer
Tomato plants are vulnerable to numerous diseases, which can have significant impact their
growth and yield. Early discovery and accurate analysis of these diseases are critical for …

Tomato Leaf Diseases Detection with Recommended Prescription Using Deep Learning

F Chimire, M Godfrey… - 2022 1st Zimbabwe …, 2022 - ieeexplore.ieee.org
Detecting early signs of plant leaf diseases is vital in an agrarian economy. Automatic Leaf
disease recognition is extremely important because predictive mechanisms that aid in the …