Wild salmon enumeration and monitoring using deep learning empowered detection and tracking
William I. Atlas,
Sami Ma,
Yi Ching Chou
et al.
Abstract:Pacific salmon have experienced declining abundance and unpredictable returns, yet remain vital to livelihoods, food security, and cultures of coastal communities around the Pacific Rim, creating a need for reliable and timely monitoring to inform sustainable fishery management. Currently, spawning salmon abundance is often monitored with in-river video or sonar cameras. However, reviewing video for estimates of salmon abundance from these programs requires thousands of hours of staff time, and data are typica… Show more
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