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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 14 | Issue 2 | Month- February 2026
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Published Paper Details:
Paper Title
Plant Disease Classification Using Transfer Learning
Authors
Mohmad Zia, Shelly Jha, Wasiuddin Syed, Nilesh Bhelkar
Keywords
Convolutional Neural Network; Leaf Mold; Bacterial Spot; Early Blight; Late Blight; Mosaic Virus; Plant Disease Classification.
Abstract
Plant diseases are a major problem for agricultural products, they directly impact the quality of crops and yield. It is necessary to detect these diseases as soon as possible to take the appropriate actions and to minimize potential losses. This study focuses on developing an automated plant disease detection system using image processing techniques used along with machine learning and deep learning algorithms. Furthermore, the study discusses the challenges involved in plant disease detection, such as variations in leaf color, shape, size, and environmental conditions, which can affect the performance of the algorithms. Strategies for overcoming these challenges, such as data augmentation and transfer learning, are also explored to enhance the system's adaptability and accuracy across diverse plant species and diseases.
IJCRT's Publication Details
Unique Identification Number - IJCRT2504210
Paper ID - 281413
Page Number(s) - b725-b730
Pubished in - Volume 13 | Issue 4 | April 2025
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Mohmad Zia, Shelly Jha, Wasiuddin Syed, Nilesh Bhelkar, "Plant Disease Classification Using Transfer Learning", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 4, pp.b725-b730, April 2025, Available at :http://www.ijcrt.org/papers/IJCRT2504210.pdf
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Volume 14 | Issue 2
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Volume 14 | Issue 2
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Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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