Estimating Fish Length Using Mask Region-Based Convolutional Neural Networks

Tzu-Yuan Su,William W.Y. Hsu, Rey-Hsing Hu, Chia-Chang Tsou,Chun-Han Lin, Wei-Siang Hong

2022 IEEE 4th Eurasia Conference on IOT, Communication and Engineering (ECICE)（2022）

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摘要

Extensive research has been conducted on the growth and the biological behaviours which both require the measurement of the fish samples. However, the existing measurement methods were time-consuming and laborintensive. In this research, we developed a faster method based on machine vision and artificial intelligence to measure the fish size and length automatically to support future ecological research.

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关键词

Trichiurus lepturus,Mask Region-based Convolutional Neural Networks,Instance Segmentation,fish length measurement

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