Image Segmentation and Measurement of Trout Using a Convolutional Neural Network and Transformer Architecture

Image Segmentation and Measurement of Trout Using a Convolutional Neural Network and Transformer Architecture

Aquaculture plays a vital role in meeting global food demands, necessitating technological innovations for sustainable production. This study investigates deep learning-based semantic image segmentation for enhanced monitoring of rainbow trout (<i>Oncorhynchus mykiss</i>) in Puno, Peru....

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Bibliographic Details
Main Authors: Jose Cruz, Luis Baca, Raul Castillo, Eudes Apaza, Christian Romero, Ferdinand Pineda
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Applied Sciences
Subjects:
segmentation
trout
UNET
transformer
Online Access:https://www.mdpi.com/2076-3417/15/12/6873
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