Deep Learning-Based Framework for Real-Time Detection and Classification of Lemon Plant Leaf Diseases
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| Format: | Recurso digital |
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Zenodo
2026
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| _version_ | 1866901719663771648 |
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| author | Soomro, Muhammad Faizan Sohair, Muhammad Subhan Qasim, Syed Zaffar Saleem, Muhammad Sohaib Nasir, Shehryar |
| author_facet | Soomro, Muhammad Faizan Sohair, Muhammad Subhan Qasim, Syed Zaffar Saleem, Muhammad Sohaib Nasir, Shehryar |
| contents | Deep Learning-Based Framework for Real-Time Detection and Classification of Lemon Plant Leaf Diseases is an AI-powered system designed to detect lemon leaf diseases using a hybrid deep learning pipeline combining One-Class SVM and MobileNetV2. The system integrates a mobile application, backend API, AI inference service, and a large language model based treatment recommendation module to assist farmers in diagnosing plant diseases and receiving actionable treatment guidance in real time. |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18981111 |
| institution | Zenodo |
| language | |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Deep Learning-Based Framework for Real-Time Detection and Classification of Lemon Plant Leaf Diseases Soomro, Muhammad Faizan Sohair, Muhammad Subhan Qasim, Syed Zaffar Saleem, Muhammad Sohaib Nasir, Shehryar plant disease detection computer vision deep learning MobileNetV2 OC-SVM precision agriculture mobile AI plant health monitoring Deep Learning-Based Framework for Real-Time Detection and Classification of Lemon Plant Leaf Diseases is an AI-powered system designed to detect lemon leaf diseases using a hybrid deep learning pipeline combining One-Class SVM and MobileNetV2. The system integrates a mobile application, backend API, AI inference service, and a large language model based treatment recommendation module to assist farmers in diagnosing plant diseases and receiving actionable treatment guidance in real time. |
| title | Deep Learning-Based Framework for Real-Time Detection and Classification of Lemon Plant Leaf Diseases |
| topic | plant disease detection computer vision deep learning MobileNetV2 OC-SVM precision agriculture mobile AI plant health monitoring |
| url | https://doi.org/10.5281/zenodo.18981111 |