Automated software for counting and measuring Hyalella genus using artificial intelligence

ABSTRACT: Amphipods belonging to the Hyalella genus are macroinvertebrates that inhabit aquatic environments. They are of particular interest in areas such as limnology and ecotoxicology, where data on the number of Hyalella individuals and their allometric measurements are used to assess the enviro...

Full description

Autores:

Pineda Alarcón, Ludy Yanith
Zuluaga Montoya, Maycol Esteban
Ruíz González, Santiago
Fernández Mc Cann, David Stephen
Vélez Macías, Fabio de Jesús
Aguirre Ramírez, Nestor Jaime
Puerta Quintana, Yarin Tatiana
Cañón Barriga, Julio Eduardo

Tipo de recurso:

Article of investigation

Fecha de publicación:

2023

Institución:

Universidad de Antioquia

Repositorio:

Repositorio UdeA

Idioma:

eng

OAI Identifier:

oai:bibliotecadigital.udea.edu.co:10495/37406

Acceso en línea:

https://hdl.handle.net/10495/37406

Palabra clave:

Aprendizaje Profundo
Deep Learning
Procesamiento de Imagen Asistido por Computador
Image Processing, Computer-Assisted
Macroinvertebrados
Macroinvertebrates
Morfología animal
Animal morphology
Alometría
Allometry
http://aims.fao.org/aos/agrovoc/c_10d271a5
http://aims.fao.org/aos/agrovoc/c_421
http://aims.fao.org/aos/agrovoc/c_24962

Rights

openAccess

License

http://creativecommons.org/licenses/by/2.5/co/