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Paddynet: An organized dataset of paddy leaves for a smart fertilizer recommendation system
The dataset of Leaf Color Chart (PaddyNet) is publicly unavailable. As far as the author's knowledge, this is the first dataset about paddy leaves based on LCC. This dataset has been generated by collecting images from a particular location such as Sajiali, Dogachia and Shyamnagar at Jashore, B...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10477451/ https://www.ncbi.nlm.nih.gov/pubmed/37674508 http://dx.doi.org/10.1016/j.dib.2023.109516 |
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author | Siddique, Md. Moradul Islam, Torikul Tusher, Yeasir Arefin Ema, Romana Rahman Adnan, Md. Nasim Galib, Syed Md. |
author_facet | Siddique, Md. Moradul Islam, Torikul Tusher, Yeasir Arefin Ema, Romana Rahman Adnan, Md. Nasim Galib, Syed Md. |
author_sort | Siddique, Md. Moradul |
collection | PubMed |
description | The dataset of Leaf Color Chart (PaddyNet) is publicly unavailable. As far as the author's knowledge, this is the first dataset about paddy leaves based on LCC. This dataset has been generated by collecting images from a particular location such as Sajiali, Dogachia and Shyamnagar at Jashore, Bangladesh. This dataset contains 4 categories of Aman paddy leaves. The leaf images were captured by smart phones. There are 560 images of Aman paddy leaves. The data collection procedure was carried out according to the guidelines of Bangladesh Agricultural Research Institute (BARI). We meticulously categorized the entire dataset with regard to the LCC level and validated the data with the assistance of domain specialists. Hence, the images are analyzed and categorized with standards. The dataset is utilized for recognizing Leaf Color Chart level which will help of farmers recommending nitrogen fertilizer in their paddy fields. |
format | Online Article Text |
id | pubmed-10477451 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-104774512023-09-06 Paddynet: An organized dataset of paddy leaves for a smart fertilizer recommendation system Siddique, Md. Moradul Islam, Torikul Tusher, Yeasir Arefin Ema, Romana Rahman Adnan, Md. Nasim Galib, Syed Md. Data Brief Data Article The dataset of Leaf Color Chart (PaddyNet) is publicly unavailable. As far as the author's knowledge, this is the first dataset about paddy leaves based on LCC. This dataset has been generated by collecting images from a particular location such as Sajiali, Dogachia and Shyamnagar at Jashore, Bangladesh. This dataset contains 4 categories of Aman paddy leaves. The leaf images were captured by smart phones. There are 560 images of Aman paddy leaves. The data collection procedure was carried out according to the guidelines of Bangladesh Agricultural Research Institute (BARI). We meticulously categorized the entire dataset with regard to the LCC level and validated the data with the assistance of domain specialists. Hence, the images are analyzed and categorized with standards. The dataset is utilized for recognizing Leaf Color Chart level which will help of farmers recommending nitrogen fertilizer in their paddy fields. Elsevier 2023-08-23 /pmc/articles/PMC10477451/ /pubmed/37674508 http://dx.doi.org/10.1016/j.dib.2023.109516 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Data Article Siddique, Md. Moradul Islam, Torikul Tusher, Yeasir Arefin Ema, Romana Rahman Adnan, Md. Nasim Galib, Syed Md. Paddynet: An organized dataset of paddy leaves for a smart fertilizer recommendation system |
title | Paddynet: An organized dataset of paddy leaves for a smart fertilizer recommendation system |
title_full | Paddynet: An organized dataset of paddy leaves for a smart fertilizer recommendation system |
title_fullStr | Paddynet: An organized dataset of paddy leaves for a smart fertilizer recommendation system |
title_full_unstemmed | Paddynet: An organized dataset of paddy leaves for a smart fertilizer recommendation system |
title_short | Paddynet: An organized dataset of paddy leaves for a smart fertilizer recommendation system |
title_sort | paddynet: an organized dataset of paddy leaves for a smart fertilizer recommendation system |
topic | Data Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10477451/ https://www.ncbi.nlm.nih.gov/pubmed/37674508 http://dx.doi.org/10.1016/j.dib.2023.109516 |
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