Ontology highlight
ABSTRACT:
SUBMITTER: Guirado E
PROVIDER: S-EPMC6776647 | biostudies-literature | 2019 Oct
REPOSITORIES: biostudies-literature
Guirado Emilio E Tabik Siham S Rivas Marga L ML Alcaraz-Segura Domingo D Herrera Francisco F
Scientific reports 20191003 1
Despite their interest and threat status, the number of whales in world's oceans remains highly uncertain. Whales detection is normally carried out from costly sighting surveys, acoustic surveys or through high-resolution images. Since deep convolutional neural networks (CNNs) are achieving great performance in several computer vision tasks, here we propose a robust and generalizable CNN-based system for automatically detecting and counting whales in satellite and aerial images based on open dat ...[more]