An approach to rapid processing of camera trap images with minimal human input

An approach to rapid processing of camera trap images with minimal human input

Abstract Camera traps have become an extensively utilized tool in ecological research, but the manual processing of images created by a network of camera traps rapidly becomes an overwhelming task, even for small camera trap studies. We used transfer learning to create convolutional neural network (...

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Bibliographic Details
Main Authors: Matthew T. Duggan, Melissa F. Groleau, Ethan P. Shealy, Lillian S. Self, Taylor E. Utter, Matthew M. Waller, Bryan C. Hall, Chris G. Stone, Layne L. Anderson, Timothy A. Mousseau
Format: Article
Language:English
Published: Wiley 2021-09-01
Series:Ecology and Evolution
Subjects:
camera trap
deep learning
neural network
transfer learning
wildlife ecology
Online Access:https://doi.org/10.1002/ece3.7970

Internet

https://doi.org/10.1002/ece3.7970

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