An Automatic Recognition Method for Fish Species and Length Using an Underwater Stereo Vision System

An Automatic Recognition Method for Fish Species and Length Using an Underwater Stereo Vision System

Developing new methods to detect biomass information on freshwater fish in farm conditions enables the creation of decision bases for precision feeding. In this study, an approach based on Keypoints R-CNN is presented to identify species and measure length automatically using an underwater stereo vi...

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Bibliographic Details
Main Authors: Yuxuan Deng, Hequn Tan, Minghang Tong, Dianzhuo Zhou, Yuxiang Li, Ming Zhu
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Fishes
Subjects:
stereo vision system
freshwater fish
length measurement
species recognition
deep learning
Online Access:https://www.mdpi.com/2410-3888/7/6/326

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