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...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2022-12-01
|
| Series: | Data in Brief |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352340922007806 |
| _version_ | 1811190136496455680 |
|---|---|
| author | Reshma Pise Kailas Patil Meena Laad Neeraj Pise |
| author_facet | Reshma Pise Kailas Patil Meena Laad Neeraj Pise |
| author_sort | Reshma Pise |
| collection | DOAJ |
| 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. |
| first_indexed | 2024-04-11T14:45:22Z |
| format | Article |
| id | doaj.art-b1046309c5874ef7a81e7979ef594543 |
| institution | Directory Open Access Journal |
| issn | 2352-3409 |
| language | English |
| last_indexed | 2024-04-11T14:45:22Z |
| publishDate | 2022-12-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Data in Brief |
| spelling | doaj.art-b1046309c5874ef7a81e7979ef5945432022-12-22T04:17:40ZengElsevierData in Brief2352-34092022-12-0145108573Dataset of vector mosquito imagesReshma Pise0Kailas Patil1Meena Laad2Neeraj Pise3Research scholar, Vishwakarma University, Pune, India; Corresponding authors.Professor, Vishwakarma University, Pune, India; Corresponding authors.Professor, Symbiosis Institute of Technology, Pune, IndiaGraduate student, Computer Science , Rutgers University, New Brunswick NJ, United StatesMosquitoes 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.http://www.sciencedirect.com/science/article/pii/S2352340922007806Computer visionDeep learningMosquito classificationVector control |
| spellingShingle | Reshma Pise Kailas Patil Meena Laad Neeraj Pise Dataset of vector mosquito images Data in Brief Computer vision Deep learning Mosquito classification Vector control |
| 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 | Computer vision Deep learning Mosquito classification Vector control |
| url | http://www.sciencedirect.com/science/article/pii/S2352340922007806 |
| work_keys_str_mv | AT reshmapise datasetofvectormosquitoimages AT kailaspatil datasetofvectormosquitoimages AT meenalaad datasetofvectormosquitoimages AT neerajpise datasetofvectormosquitoimages |