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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...

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Autores principales: Siddique, Md. Moradul, Islam, Torikul, Tusher, Yeasir Arefin, Ema, Romana Rahman, Adnan, Md. Nasim, Galib, Syed Md.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
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.
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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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