Money plant disease atlas: A comprehensive dataset for disease classification in ornamental horticultureMendeley Data
Epipremnum aureum, sometimes known as the Money Plant, is a popular houseplant known for its hearts-shaped leaves and durability. Commonly referred to as Golden Pothos or Devil's Ivy, it is also appreciated for its ornamental value and air cleaning ability. They say that these plants are attrac...
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| Format: | Article |
| Language: | English |
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Elsevier
2025-02-01
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| Series: | Data in Brief |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352340924011788 |
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| author | Md. Seyam ali Biswas MD Hasan Ahmad Sajib Bormon Rimon Sohanur Rahman Sohag Amatul Bushra Akhi |
| author_facet | Md. Seyam ali Biswas MD Hasan Ahmad Sajib Bormon Rimon Sohanur Rahman Sohag Amatul Bushra Akhi |
| author_sort | Md. Seyam ali Biswas |
| collection | DOAJ |
| description | Epipremnum aureum, sometimes known as the Money Plant, is a popular houseplant known for its hearts-shaped leaves and durability. Commonly referred to as Golden Pothos or Devil's Ivy, it is also appreciated for its ornamental value and air cleaning ability. They say that these plants are attractive to many people owing to their tolerance to several conditions and easy care, therefore, it is no surprise that they are found in many households and workplaces. Money Plants are hardy, but like any other plant they can also be infected by various diseases, which may render them less attractive, or even unattractive. This work encompasses bacterial wilt, manganese poisoning aspects and together with a healthy leaves aspect presents all prevalent masses and offer a comprehensive image of diseases. A dataset of 224 × 224 pixel images is utilized to accomplish this work with the intention to further enhance support in Ornamental Horticulture practices and diagnose more accurately. This work not only contributes ideas and approaches in understanding the field of plants pathology but also stresses on the fact how image processing can be beneficial in looking after plants. The dataset serves as a solid foundation for deep learning approaches into Ornamental Agriculture and provides useful insights for researchers studying the cultivation of money plants. |
| format | Article |
| id | doaj-art-0a6e4878ed9348ddba7e5e830e482418 |
| institution | Kabale University |
| issn | 2352-3409 |
| language | English |
| publishDate | 2025-02-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Data in Brief |
| spelling | doaj-art-0a6e4878ed9348ddba7e5e830e4824182025-01-31T05:11:32ZengElsevierData in Brief2352-34092025-02-0158111216Money plant disease atlas: A comprehensive dataset for disease classification in ornamental horticultureMendeley DataMd. Seyam ali Biswas0MD Hasan Ahmad1Sajib Bormon2 Rimon3Sohanur Rahman Sohag4Amatul Bushra Akhi5Department of Computer Science and Engineering, Daffodil International University, Dhaka, BangladeshDepartment of Computer Science and Engineering, Daffodil International University, Dhaka, BangladeshDepartment of Computer Science and Engineering, Daffodil International University, Dhaka, BangladeshDepartment of Computer Science and Engineering, Daffodil International University, Dhaka, BangladeshDepartment of Computer Science and Engineering, Daffodil International University, Dhaka, BangladeshCorresponding author.; Department of Computer Science and Engineering, Daffodil International University, Dhaka, BangladeshEpipremnum aureum, sometimes known as the Money Plant, is a popular houseplant known for its hearts-shaped leaves and durability. Commonly referred to as Golden Pothos or Devil's Ivy, it is also appreciated for its ornamental value and air cleaning ability. They say that these plants are attractive to many people owing to their tolerance to several conditions and easy care, therefore, it is no surprise that they are found in many households and workplaces. Money Plants are hardy, but like any other plant they can also be infected by various diseases, which may render them less attractive, or even unattractive. This work encompasses bacterial wilt, manganese poisoning aspects and together with a healthy leaves aspect presents all prevalent masses and offer a comprehensive image of diseases. A dataset of 224 × 224 pixel images is utilized to accomplish this work with the intention to further enhance support in Ornamental Horticulture practices and diagnose more accurately. This work not only contributes ideas and approaches in understanding the field of plants pathology but also stresses on the fact how image processing can be beneficial in looking after plants. The dataset serves as a solid foundation for deep learning approaches into Ornamental Agriculture and provides useful insights for researchers studying the cultivation of money plants.http://www.sciencedirect.com/science/article/pii/S2352340924011788Money leaf datasetImage pre-processingImage identificationOrnamental agricultureTransformerDeep learning |
| spellingShingle | Md. Seyam ali Biswas MD Hasan Ahmad Sajib Bormon Rimon Sohanur Rahman Sohag Amatul Bushra Akhi Money plant disease atlas: A comprehensive dataset for disease classification in ornamental horticultureMendeley Data Data in Brief Money leaf dataset Image pre-processing Image identification Ornamental agriculture Transformer Deep learning |
| title | Money plant disease atlas: A comprehensive dataset for disease classification in ornamental horticultureMendeley Data |
| title_full | Money plant disease atlas: A comprehensive dataset for disease classification in ornamental horticultureMendeley Data |
| title_fullStr | Money plant disease atlas: A comprehensive dataset for disease classification in ornamental horticultureMendeley Data |
| title_full_unstemmed | Money plant disease atlas: A comprehensive dataset for disease classification in ornamental horticultureMendeley Data |
| title_short | Money plant disease atlas: A comprehensive dataset for disease classification in ornamental horticultureMendeley Data |
| title_sort | money plant disease atlas a comprehensive dataset for disease classification in ornamental horticulturemendeley data |
| topic | Money leaf dataset Image pre-processing Image identification Ornamental agriculture Transformer Deep learning |
| url | http://www.sciencedirect.com/science/article/pii/S2352340924011788 |
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