Automated location invariant animal detection in camera trap images using publicly available data sources

Andrew Shepley, Greg Falzon, Paul D. Meek & Paul Kwan
1. A time-consuming challenge faced by ecologists is the extraction of meaningful data from camera trap images to inform ecological management. Automated object detection solutions are increasingly, however, most are not sufficiently robust to be deployed on a large scale due to lack of location invariance across sites. This prevents optimal use of ecological data and results in significant resource expenditure to annotate and retrain object detectors. 2. In this study, we aimed to (a)...
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