Frame‐by‐frame annotation of video recordings using deep neural networks

Abstract Video data are widely collected in ecological studies, but manual annotation is a challenging and time‐consuming task, and has become a bottleneck for scientific research. Classification models based on convolutional neural networks (CNNs) have proved successful in annotating images, but fe...

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Bibliographic Details
Main Authors: Alexander M. Conway, Ian N. Durbach, Alistair McInnes, Robert N. Harris
Format: Article
Language:English
Published: Wiley 2021-03-01
Series:Ecosphere
Subjects:
Online Access:https://doi.org/10.1002/ecs2.3384