BriefGPT.xyz
Jul, 2023
使用深度学习从图像中定位关键点进行对虾形态测量和重量估计
Prawn Morphometrics and Weight Estimation from Images using Deep Learning for Landmark Localization
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Alzayat Saleh, Md Mehedi Hasan, Herman W Raadsma, Mehar S Khatkar, Dean R Jerry...
TL;DR
本研究应用了深度学习技术以黑虎对虾为模型生物,构建了自动化体重估算与形态测量的目标检测方法,并通过对8,164张黑虎对虾图像的实验评估表明,该方法的准确性、稳健性和效率均优于现有的深度学习方法。
Abstract
Accurate
weight estimation
and morphometric analyses are useful in
aquaculture
for optimizing feeding, predicting harvest yields, identifying desirable traits for selective breeding, grading processes, and monito
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