Classifying microfossil radiolarians on fractal pre-trained vision transformers

Abstract While deep learning techniques, especially image classification using deep learning, continue to evolve, it has been noted that there is a large time gap in applying these techniques in geological studies. Recently, a new architecture called the vision transformer (ViT), which is an alterna...

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Bibliographic Details
Main Authors: Kazuhide Mimura, Takuya Itaki, Hirokatsu Kataoka, Ayumu Miyakawa
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-90988-z
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