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Applications of deep convolutional neural networks to predict length, circumference, and weight from mostly dewatered images of fish

Simple biometric data of fish aid fishery management tasks such as monitoring the structure of fish populations and regulating recreational harvest. While these data are foundational to fishery research and management, the collection of length and weight data through physical handling of the fish is...

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Detalles Bibliográficos
Autores principales: Bravata, Nicholas, Kelly, Dylan, Eickholt, Jesse, Bryan, Janine, Miehls, Scott, Zielinski, Dan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7487224/
https://www.ncbi.nlm.nih.gov/pubmed/32953063
http://dx.doi.org/10.1002/ece3.6618