Do you get what you see? Insights of using mAP to select architectures of pretrained neural networks for automated aerial animal detection.

The vast amount of images generated by aerial imagery in the context of regular wildlife surveys nowadays require automatic processing tools. At the top of the mountain of different methods to automatically detect objects in images reigns deep learning's object detection. The recent focus given...

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Bibliographic Details
Main Authors: Mael Moreni, Jerome Theau, Samuel Foucher
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2023-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0284449