AI Mosquito Alert Challenge Dataset 2023
The dataset was created through the efforts of the Mosquito Alert team, collaborators and thousands of citizen scientists. Please credit the Mosquito Alert Community (www.mosquitoalert.com) if you use this dataset (e.g., 'Mosquito Alert dataset, downloaded from [link], CC BY-NC-SA 4.0'). T...
| Autores: | , , , |
|---|---|
| Tipo de recurso: | conjunto de datos |
| Estado: | Versión publicada |
| Fecha de publicación: | 2025 |
| País: | España |
| Institución: | Consejo Superior de Investigaciones Científicas (CSIC) |
| Repositorio: | DIGITAL.CSIC. Repositorio Institucional del CSIC |
| OAI Identifier: | oai:digital.csic.es:10261/400034 |
| Acceso en línea: | http://hdl.handle.net/10261/400034 |
| Access Level: | acceso abierto |
| Palabra clave: | Artificial intelligence Computer vision Mosquito Alert Mosquito-borne disease AI Citizen science AI Challenge Mosquito Deep learning |
| Sumario: | The dataset was created through the efforts of the Mosquito Alert team, collaborators and thousands of citizen scientists. Please credit the Mosquito Alert Community (www.mosquitoalert.com) if you use this dataset (e.g., 'Mosquito Alert dataset, downloaded from [link], CC BY-NC-SA 4.0'). The intellectual property (IP) rights of this dataset belong to the Mosquito Alert team. The license is included in the file license.txt within the dataset zip file, along with the images, labels and dataset description. The dataset consists of 10357 labeled images (approximately 9.8 GB in total). Images are accompanied by a designated CSV file called: annotations.csv. The CSV files include bounding box coordinates in the format: top left and bottom right notation ("bbx_xtl", "bbx_ytl", "bbx_xbr", "bbx_ybr"). The dataset consists of six distinct classes, including species and genus levels as well as a species complex. A summary of the mosquito classes, their descriptions, and corresponding class names used in the dataset: Aedes aegypti (species level) - class name: "aegypti" Aedes albopictus (species level) - class name: "albopictus" Anopheles (genus level) - class name: "anopheles" Culex (genus level) - class name: "culex" (species classification is challenging, so it is given at the genus level) Culiseta (genus level) - class name: "culiseta" Aedes japonicus/Aedes koreicus (species complex - difficult to differentiate between the two species) - class name: "japonicus-koreicus" |
|---|