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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 14 | Issue 4 | Month- April 2026
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Published Paper Details:
Paper Title
Plant Disease Detection Using Deep Learning
Authors
Atharva Santosh Bhagwat, Tanmay Pramod Garde, Soham Uday Khedekar, Rutik Ravindra Vaskar, Mandar S Joshi
Keywords
Agriculture, Plant Diseases, Image Processing, Image Acquisition, Image Pre-Processing, Feature Extraction,Convolutional Neural Network,Random Forest,Ensemble
Abstract
The paper discusses the use of deep learning techniques for the detection and classification of plant diseases from images, highlighting the challenges associated with data collection, preprocessing, and model selection. It provides a comprehensive overview of publicly available datasets for plant disease research and compares the performance of various deep learning models on different datasets. The paper also presents some future directions for research in this field, including transfer learning, multi-spectral imaging, and real-time disease monitoring, emphasizing the potential of deep learning-based approaches for improving plant disease diagnosis and management, which can have significant implications for sustainable agriculture and food security.
IJCRT's Publication Details
Unique Identification Number - IJCRT2304554
Paper ID - 234686
Page Number(s) - e528-e533
Pubished in - Volume 11 | Issue 4 | April 2023
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Atharva Santosh Bhagwat, Tanmay Pramod Garde, Soham Uday Khedekar, Rutik Ravindra Vaskar, Mandar S Joshi, "Plant Disease Detection Using Deep Learning", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.11, Issue 4, pp.e528-e533, April 2023, Available at :http://www.ijcrt.org/papers/IJCRT2304554.pdf
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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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