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Dataset of vector mosquito images
Mosquitoes pose substantial threat to public health resulting in million number of deaths wordlwide every year. They act as the vectors responsible for diseases such as Dengue, Yellow fever,Chikungunya, Zika etc. The harmful mosquito species are contained in the genera Aedes, Anopheles and Culex. Au...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9508436/ https://www.ncbi.nlm.nih.gov/pubmed/36164301 http://dx.doi.org/10.1016/j.dib.2022.108573 |
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author | Pise, Reshma Patil, Kailas Laad, Meena Pise, Neeraj |
author_facet | Pise, Reshma Patil, Kailas Laad, Meena Pise, Neeraj |
author_sort | Pise, Reshma |
collection | PubMed |
description | Mosquitoes pose substantial threat to public health resulting in million number of deaths wordlwide every year. They act as the vectors responsible for diseases such as Dengue, Yellow fever,Chikungunya, Zika etc. The harmful mosquito species are contained in the genera Aedes, Anopheles and Culex. Automated species identification of vectors is essential to implement targeted vector control strategies. The objective of the proposed paper is to construct a novel dataset of images of dangerous mosquito species. We have prepared a dataset of images of adult mosquitoes belonging to three species: Aedes Aegypti, Anopheles stephensi and Culex quinquefasciatus stored in two folders. The first folder comprises of total 2640 augmented images of mosquitoes belonging to the three species. The second folder contains original images of the the three species. The dataset is valuable for training machine and deep learning models for automatic species classification. |
format | Online Article Text |
id | pubmed-9508436 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-95084362022-09-25 Dataset of vector mosquito images Pise, Reshma Patil, Kailas Laad, Meena Pise, Neeraj Data Brief Data Article Mosquitoes pose substantial threat to public health resulting in million number of deaths wordlwide every year. They act as the vectors responsible for diseases such as Dengue, Yellow fever,Chikungunya, Zika etc. The harmful mosquito species are contained in the genera Aedes, Anopheles and Culex. Automated species identification of vectors is essential to implement targeted vector control strategies. The objective of the proposed paper is to construct a novel dataset of images of dangerous mosquito species. We have prepared a dataset of images of adult mosquitoes belonging to three species: Aedes Aegypti, Anopheles stephensi and Culex quinquefasciatus stored in two folders. The first folder comprises of total 2640 augmented images of mosquitoes belonging to the three species. The second folder contains original images of the the three species. The dataset is valuable for training machine and deep learning models for automatic species classification. Elsevier 2022-09-07 /pmc/articles/PMC9508436/ /pubmed/36164301 http://dx.doi.org/10.1016/j.dib.2022.108573 Text en © 2022 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 Pise, Reshma Patil, Kailas Laad, Meena Pise, Neeraj Dataset of vector mosquito images |
title | Dataset of vector mosquito images |
title_full | Dataset of vector mosquito images |
title_fullStr | Dataset of vector mosquito images |
title_full_unstemmed | Dataset of vector mosquito images |
title_short | Dataset of vector mosquito images |
title_sort | dataset of vector mosquito images |
topic | Data Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9508436/ https://www.ncbi.nlm.nih.gov/pubmed/36164301 http://dx.doi.org/10.1016/j.dib.2022.108573 |
work_keys_str_mv | AT pisereshma datasetofvectormosquitoimages AT patilkailas datasetofvectormosquitoimages AT laadmeena datasetofvectormosquitoimages AT piseneeraj datasetofvectormosquitoimages |