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Journal article

Robust ecological analysis of camera trap data labelled by a machine learning model

Abstract:

Ecological data are collected over vast geographic areas using digital sensors such as camera traps and bioacoustic recorders. Camera traps have become the standard method for surveying many terrestrial mammals and birds, but camera trap arrays often generate millions of images that are time-consuming to label. This causes significant latency between data collection and subsequent inference, which impedes conservation at a time of ecological crisis. Machine learning algorithms have been devel...

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Publication status:
Published
Peer review status:
Peer reviewed

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Files:
Publisher copy:
10.1111/2041-210X.13576

Authors


Publisher:
Wiley
Journal:
Methods in Ecology and Evolution More from this journal
Volume:
12
Issue:
6
Pages:
1080-1092
Publication date:
2021-03-10
Acceptance date:
2022-01-25
DOI:
EISSN:
2041-2096
ISSN:
2041-210X
Language:
English
Keywords:
Pubs id:
1169658
Local pid:
pubs:1169658
Deposit date:
2022-03-03

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