Recognition of Rare Microfossils Using Transfer Learning and Deep Residual Networks

Recognition of Rare Microfossils Using Transfer Learning and Deep Residual Networks

Various microfossils from the early Cambrian provide crucial clues for understanding the Cambrian explosion and the origin of animal phyla. However, specimens with important anatomical structures are extremely rare and the efficiency of retrieving such fossils by traditional manual selection under a...

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Bibliographic Details
Main Authors: Bin Wang, Ruyue Sun, Xiaoguang Yang, Ben Niu, Tao Zhang, Yuandi Zhao, Yuanhui Zhang, Yiheng Zhang, Jian Han
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Biology
Subjects:
early Cambrian
microfossils
small sample
transfer learning
residual network
Online Access:https://www.mdpi.com/2079-7737/12/1/16

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https://www.mdpi.com/2079-7737/12/1/16

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