Improved YOLOv8-Based Method for the Carapace Keypoint Detection and Size Measurement of Chinese Mitten Crabs

Improved YOLOv8-Based Method for the Carapace Keypoint Detection and Size Measurement of Chinese Mitten Crabs

The carapace size of the Chinese mitten crab (<i>Eriocheir sinensis</i>) is a vital indicator for assessing the growth performance of crabs. However, measuring the carapace sizes of Chinese mitten crabs remains challenging due to environmental complexity, species-specific behavioral patt...

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Bibliographic Details
Main Authors: Ke Chen, Zhuquan Chen, Changbo Wang, Zhifan Zhou, Maohua Xiao, Hong Zhu, Dongfang Li, Weimin Liu
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Animals
Subjects:
Chinese mitten crab
carapace
YOLOv8l-pose
Swin Transformer
key point detection
size measurement
Online Access:https://www.mdpi.com/2076-2615/15/7/941
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