Comparative Study of Deep Learning Techniques for Detecting Tomato Plant Leaf Diseases Using Transfer Learning

PK Nalli, DP Garapati, MV Subbarao… - 2024 International …, 2024 - ieeexplore.ieee.org
Plant leaf diseases pose significant threats to crop yield and agricultural sustainability,
making early and accurate detection crucial for effective disease management. In recent …

Prediction of Tomato Leaf Disease Plying Transfer Learning Models

BS Vidhyasagar, K Harshagnan, M Diviya… - … International Internet of …, 2023 - Springer
The tomato has a high market value and is one of the vegetables grown in the most
significant quantity globally. Tomato plants are susceptible to diseases, which can …

Check for updates Leaf Disease Detection Using Transfer Learning

M Saharan, G Singh - … , AI4S 2023, Pune, India, September 4-5 …, 2023 - books.google.com
The early diagnosis of leaf diseases is essential for maintaining the health and yield of
crops. With advancements in deep learning and computer vision, transfer learning has …

ResNet vs Inception-v3 vs SVM: A Comparative Study of Deep Learning Models for Image Classification of Plant Disease Detection

MA Hanif, MKI Zim, H Kaur - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
One of the primary reasons for decreased crop yields is the presence of plant diseases,
which also leads to substantial financial losses for farmers and the entire agricultural …

Tomato Plant Leaf Disease Detection Using Transfer Learning-based ResNet110

P Harinadha, CK Mohan - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Tomato is the second most often grown vegetable. The agricultural industry is severely
endangered by plant diseases and dangerous insects. A vast number of images of plant …

Leaf Disease Detection Using Transfer Learning

M Saharan, G Singh - International Conference on Artificial Intelligence …, 2023 - Springer
The early diagnosis of leaf diseases is essential for maintaining the health and yield of
crops. With advancements in deep learning and computer vision, transfer learning has …

A Comparative Study on Different Transfer Learning Approaches for Identification of Plant Diseases

SB Tumpa, KK Halder - 2023 International Conference on Next …, 2023 - ieeexplore.ieee.org
Plant diseases present a substantial threat to global food security, as they have the potential
to significantly reduce crop yields. Detecting these plant diseases early and managing them …

Leveraging Transfer Learning for Enhanced Plant Leaf Disease Detection

PK Mannepalli, A Dixit, MS Ahmad… - … on Automation and …, 2024 - ieeexplore.ieee.org
Agriculture is a major sector on which the Indian economy depends. However, the varying
weather conditions cause many plant diseases, which can impact the overall produce and …

Recognize and classify illnesses on tomato leaves using EfficientNet's Transfer Learning Approach with different size dataset

P Buchke, AVR Mayuri - Signal, Image and Video Processing, 2024 - Springer
This study focuses on the remarkable progress made by the agricultural sector in utilizing
image processing techniques for early detection and classification of leaf plant diseases …

Transfer learning-based deep ensemble neural network for plant leaf disease detection

S Vallabhajosyula, V Sistla, VKK Kolli - Journal of Plant Diseases and …, 2022 - Springer
Plant diseases are a vital risk to crop yield and early detection of plant diseases remains a
complex task for the farmers due to the similar appearance in color, shape, and texture. In …