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Brook trout imagery data for individual recognition with deep learning

Dates

Publication Date
Time Period
2021-08-08

Citation

Hitt, N.P., Kessler, K.G., and Letcher, B.H., 2022, Brook trout imagery data for individual recognition with deep learning: U.S. Geological Survey data release, https://doi.org/10.5066/P94UL1Z1.

Summary

This Data Release provides imagery data for the development of deep-learning models to recognize individual brook trout (n=435). Images were collected at the Paint Bank State Fish Hatchery (Paint Bank, VA) on August 9, 2021 using a GoPro Hero 9 camera mounted approximately 50 cm above a fish board. The Paint Bank State Fish Hatchery is operated by the Virginia Department of Wildlife Resources.

Contacts

Point of Contact :
Nathaniel P Hitt
Originator :
Nathaniel P Hitt, Karmann G Kessler, Benjamin Letcher
Metadata Contact :
Nathaniel P Hitt
Publisher :
U.S. Geological Survey
Distributor :
U.S. Geological Survey - ScienceBase
SDC Data Owner :
Eastern Ecological Science Center
USGS Mission Area :
Ecosystems

Attached Files

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3.08 GB application/zip

Purpose

Data were collected to develop deep-learning models for individual fish recognition.

Communities

  • Eastern Ecological Science Center
  • USGS Data Release Products

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Provenance

Additional Information

Identifiers

Type Scheme Key
DOI https://www.sciencebase.gov/vocab/category/item/identifier doi:10.5066/P94UL1Z1

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