Research on an Intelligent Classification Algorithm of Ferrography Wear Particles Based on Integrated ResNet50 and SepViT

The wear particle classification algorithm proposed is based on an integrated ResNet50 and Vision Transformer, aiming to address the problems of a complex background, overlapping and similar characteristics of wear particles, low classification accuracy, and the difficult identification of small tar...

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Bibliographic Details
Main Authors: Lei He, Haijun Wei, Wenjie Gao
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Lubricants
Subjects:
Online Access:https://www.mdpi.com/2075-4442/11/12/530