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These data were collected to support the development of detection and classification algorithms to support Bureau of Ocean Energy Management (BOEM) studies and assessments associated with offshore wind energy production. There are 3 child zip files included in this data release. 01_Codebase.zip contains a codebase for using deep learning to filter images based on the probability of any bird occurrence. It includes instructions and files necessary for training, validating, and testing a machine learning detection algorithm. 02_Imagery.zip contains imagery that were collected using a Partenavia P68 fixed-wing airplane using a PhaseOne iXU-R 180 forward motion compensating 80-megapixel digital frame camera with...
Tags: Cape Cod,
Information Sciences,
Lake Michigan,
USGS Science Data Catalog (SDC),
Wildlife Biology, All tags...
biota,
birds,
datasets,
deep learning,
oceans,
remote sensing,
wildlife, Fewer tags
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CarpDAT is intended to serve as a repository for sharing various forms of invasive carp data being collected by cooperating agencies of the Mississippi River Invasive Carp Sub-basin Partnerships that are implementing projects identified in annual monitoring and response plans. CarpDAT will bring together data to meet the needs of both research and management communities. This community will consolidate resources that can eventually be accessed through a CarpDAT web application.
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