Recognition of European mammals and birds in camera trap images using deep neural networks

Recognition of European mammals and birds in camera trap images using deep neural networks

Abstract Most machine learning methods for animal recognition in camera trap images are limited to mammal identification and group birds into a single class. Machine learning methods for visually discriminating birds, in turn, cannot discriminate between mammals and are not designed for camera trap...

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Bibliographic Details
Main Authors: Daniel Schneider, Kim Lindner, Markus Vogelbacher, Hicham Bellafkir, Nina Farwig, Bernd Freisleben
Format: Article
Language:English
Published: Wiley 2024-12-01
Series:IET Computer Vision
Subjects:
computer vision
convolutional neural nets
image classification
image recognition
neural nets
Online Access:https://doi.org/10.1049/cvi2.12294
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https://doi.org/10.1049/cvi2.12294

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