Tomato Leaf Disease Detection Using Deep Learning and Flask.

Tomato plants are vulnerable to various leaf diseases that reduce crop yield and quality. This project uses deep learning, specifically a Convolutional Neural Network (CNN), to detect and classify tomato leaf diseases accurately. A dataset containing images of healthy and diseased leaves is used for training and validation. The model is deployed via a Flask web application, enabling users to upload leaf images and receive instant diagnosis. This system provides an accessible and cost-effective tool for early disease detection. It aims to support farmers and improve tomato crop management efficiently.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-04-19
DOI
https://doi.org/10.5281/zenodo.15244627
Primary Topic
Smart Agriculture and AI
Type
article
Field-Weighted Citation Impact
0.00
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article

Tomato Leaf Disease Detection Using Deep Learning and Flask.

Zenodo (CERN European Organization for Nuclear Research)
Smart Agriculture and AI
article

Tomato Leaf Disease Detection Using Deep Learning and Flask.

article en

Abstract

Tomato plants are vulnerable to various leaf diseases that reduce crop yield and quality. This project uses deep learning, specifically a Convolutional Neural Network (CNN), to detect and classify tomato leaf diseases accurately. A dataset containing images of healthy and diseased leaves is used for training and validation. The model is deployed via a Flask web application, enabling users to upload leaf images and receive instant diagnosis. This system provides an accessible and cost-effective tool for early disease detection. It aims to support farmers and improve tomato crop management efficiently.

Zenodo (CERN European Organization for Nuclear Research)
Vijayanagara Sri Krishnadevaraya University (IN)
Zero hunger
Openalex Percentile: Top 44%
Smart Agriculture and AI
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