Article Dans Une Revue SoftwareX Année : 2025

APLOSE: A web-based annotation platform for underwater passive acoustic monitoring

Résumé

Emerging detection and classification algorithms based on deep learning models require manageable large-scale manual annotations of ground truth data. To date, the challenge of creating large and accurate annotated datasets of underwater sounds has been a major obstacle to the development of robust recognition algorithms. APLOSE (Annotation PLatform for Ocean Sound Explorers) is an open-source, web-based tool which facilitates collaborative annotation campaigns in underwater acoustics. The platform was used to carry out research projects on inter-annotator variability, to build training and testing data sets for detection algorithms and to perform bioacoustics analysis on noisy datasets. In the future, it will enable the creation of high-quality reference datasets to test and train the new detection and classification algorithms.
Fichier principal
Vignette du fichier
1-s2.0-S2352711025000226-main.pdf (5.05 Mo) Télécharger le fichier
Origine Fichiers éditeurs autorisés sur une archive ouverte
licence

Dates et versions

hal-04927475 , version 1 (03-02-2025)

Licence

Identifiants

Citer

Gabriel Dubus, Maëlle Torterotot, Julie Béesau, Mathieu Dupont, Anatole Gros-Martial, et al.. APLOSE: A web-based annotation platform for underwater passive acoustic monitoring. SoftwareX, 2025, 29, pp.102055. ⟨10.1016/j.softx.2025.102055⟩. ⟨hal-04927475⟩
0 Consultations
0 Téléchargements

Altmetric

Partager

More