Chimpanzee face recognition from videos in the wild using deep learning
Abstract
Video recording is now ubiquitous in the study of animal behavior, but its analysis on a large scale is prohibited by the time and resources needed to manually process large volumes of data. We present a deep convolutional neural network (CNN) approach that provides a fully automated pipeline for face detection, tracking, and recognition of wild chimpanzees from long-term video records. In a 14-year dataset yielding 10 million face images from...
Paper Details
Title
Chimpanzee face recognition from videos in the wild using deep learning
Published Date
Sep 6, 2019
Journal
Volume
5
Issue
9
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