Published February 24, 2025
| Version v1
Dataset
Open
AI-based fish detections at OBSEA Underwater Observatory during a dolphin carcass experiment, March-July 2023
Authors/Creators
-
Martínez Padró, Enoc
(Data manager)1
-
Baños Castelló, Pol
(Researcher)1
-
Prat I Bayarri, Oriol
(Researcher)1
-
Francescangeli, Marco
(Researcher)2
-
Chatzievangelou, Damianos
(Researcher)3
-
Grinyó, Jordi2
-
Toma, Daniel Mihai
(Researcher)1
-
Carandell Widmer, Matias
(Researcher)1
-
Nogueras-Cervera, Marc
(Data collector)1
-
Artero-Delgado, Carla
(Data collector)1
-
Cadena muñoz, Francisco Javier
(Data collector)1
-
Bghiel Bensalah, Ikram
(Data collector)1
-
Batet Xaus, Gerard
(Researcher)1
-
Aguzzi, Jacopo
(Researcher)2
-
del Rio, Joaquin
(Project leader)1
-
1.
Universitat Politècnica de Catalunya
-
2.
Institut de Ciències del Mar
- 3. Instituto de Ciencies del Mar (ICM-CSIC)
Description
This dataset contains AI-based fish detections at the OBSEA Underwater Observatory (NW Mediterranean sea). The model is a YOLOv8 xlarge trained with labeled underwater pictures from OBSEA. The model can be found here.
A dolphin carcass found in the catalan coast was placed in front of the underwater camera to monitor the changes in the ecosystem produced by the presence of a big mammal carcass. The time coverage of the dataset is from 2023-03-16 to 2023-07-17.
Data
The data file in CSV format includes the following columns:
- timestamp: Time instance when the picture was taken (in UTC)
- SourceImage: URL of the source image
- ProcessedImage: URL of the processed image with detections + bounding boxes
- SENSOR_ID: Name of the camera that took the picture
- Diplodus puntazzo: Number of specimens detected
- Oblada melanurus: Number of specimens detected
- Parablennius gattorugine: Number of specimens detected
- Sarpa salpa: Number of specimens detected
- Seriola dumerili: Number of specimens detected
- Serranus cabrilla: Number of specimens detected
- Sparus aurata: Number of specimens detected
- Symphodus mediterraneus: Number of specimens detected
- Diplodus sargus: Number of specimens detected
- Diplodus vulgaris: Number of specimens detected
- Epinephelus costae: Number of specimens detected
- Aetomylaeus bovinus: Number of specimens detected
- Chromis chromis: Number of specimens detected
- Coris julis: Number of specimens detected
- Dentex dentex: Number of specimens detected
- Diplodus cervinus: Number of specimens detected
- Epinephelus marginatus: Number of specimens detected
- Mullus surmuletus: Number of specimens detected
- Muraena helena: Number of specimens detected
- Oblada melanurus: Number of specimens detected
- Parablennius gattorugine: Number of specimens detected
- Sarpa salpa: Number of specimens detected
- Seriola dumerili: Number of specimens detected
- Serranus cabrilla: Number of specimens detected
- Sparus aurata: Number of specimens detected
- Symphodus mediterraneus: Number of specimens detected
Spatial coverage
All pictures where taken at OBSEA underwater observatory, off-the-coast of Vilanova i la Geltrú, Spain.
| Longitude | Latitude | depth |
| 1.75257 | 41.18212 | 20 m |
Files
OBSEA_dolphin_carcass_20230316.csv
Files
(4.1 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:2ff8ae6861a100fe825f5cd21edec03e
|
4.1 MB | Preview Download |