A durian leaf image dataset of common diseases in Vietnam for agricultural diagnosisMendeley Data
Agriculture plays a vital role in Vietnam’s economy, with durian being a key high-value crop that supports millions of farmers. However, durian leaves are highly susceptible to pests, diseases, and environmental stressors, negatively impacting yield and quality. This study introduces a dataset of 25...
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| Format: | Article |
| Language: | English |
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Elsevier
2025-08-01
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| Series: | Data in Brief |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352340925005724 |
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| author | Truong Nguyen Thanh Linh Xuan Nguyen Thang Cap Tuong Le |
| author_facet | Truong Nguyen Thanh Linh Xuan Nguyen Thang Cap Tuong Le |
| author_sort | Truong Nguyen Thanh |
| collection | DOAJ |
| description | Agriculture plays a vital role in Vietnam’s economy, with durian being a key high-value crop that supports millions of farmers. However, durian leaves are highly susceptible to pests, diseases, and environmental stressors, negatively impacting yield and quality. This study introduces a dataset of 2595 durian leaf images, categorized into six classes: 484 healthy leaves and 2111 diseased leaves spanning Blight (440), Colletotrichum (400), Algal (462), Phomopsis (411), and Rhizoctonia (398). The images were collected from durian orchards across Vietnam under diverse conditions, then background-removed, resized to 400 × 400 pixels, and manually annotated with expert guidance. This dataset provides a valuable resource for advancing research in automated plant disease detection, enabling the development of computer vision models for early diagnosis and precision farming, thereby supporting sustainable durian production and improved crop productivity. |
| format | Article |
| id | doaj-art-a4d4d5d80ece468e9630e45754b35ddd |
| institution | DOAJ |
| issn | 2352-3409 |
| language | English |
| publishDate | 2025-08-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Data in Brief |
| spelling | doaj-art-a4d4d5d80ece468e9630e45754b35ddd2025-08-20T02:59:57ZengElsevierData in Brief2352-34092025-08-016111184510.1016/j.dib.2025.111845A durian leaf image dataset of common diseases in Vietnam for agricultural diagnosisMendeley DataTruong Nguyen Thanh0Linh Xuan Nguyen1Thang Cap2Tuong Le3University of Information Technology, Vietnam National University, Ho Chi Minh City, VietnamUniversity of Information Technology, Vietnam National University, Ho Chi Minh City, VietnamUniversity of Information Technology, Vietnam National University, Ho Chi Minh City, VietnamFaculty of Information Technology, HUTECH University, Ho Chi Minh City, Vietnam; Corresponding author.Agriculture plays a vital role in Vietnam’s economy, with durian being a key high-value crop that supports millions of farmers. However, durian leaves are highly susceptible to pests, diseases, and environmental stressors, negatively impacting yield and quality. This study introduces a dataset of 2595 durian leaf images, categorized into six classes: 484 healthy leaves and 2111 diseased leaves spanning Blight (440), Colletotrichum (400), Algal (462), Phomopsis (411), and Rhizoctonia (398). The images were collected from durian orchards across Vietnam under diverse conditions, then background-removed, resized to 400 × 400 pixels, and manually annotated with expert guidance. This dataset provides a valuable resource for advancing research in automated plant disease detection, enabling the development of computer vision models for early diagnosis and precision farming, thereby supporting sustainable durian production and improved crop productivity.http://www.sciencedirect.com/science/article/pii/S2352340925005724Durian leaf diseaseAgricultural diagnosisComputer vision in agricultureVietnam agriculture |
| spellingShingle | Truong Nguyen Thanh Linh Xuan Nguyen Thang Cap Tuong Le A durian leaf image dataset of common diseases in Vietnam for agricultural diagnosisMendeley Data Data in Brief Durian leaf disease Agricultural diagnosis Computer vision in agriculture Vietnam agriculture |
| title | A durian leaf image dataset of common diseases in Vietnam for agricultural diagnosisMendeley Data |
| title_full | A durian leaf image dataset of common diseases in Vietnam for agricultural diagnosisMendeley Data |
| title_fullStr | A durian leaf image dataset of common diseases in Vietnam for agricultural diagnosisMendeley Data |
| title_full_unstemmed | A durian leaf image dataset of common diseases in Vietnam for agricultural diagnosisMendeley Data |
| title_short | A durian leaf image dataset of common diseases in Vietnam for agricultural diagnosisMendeley Data |
| title_sort | durian leaf image dataset of common diseases in vietnam for agricultural diagnosismendeley data |
| topic | Durian leaf disease Agricultural diagnosis Computer vision in agriculture Vietnam agriculture |
| url | http://www.sciencedirect.com/science/article/pii/S2352340925005724 |
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