Wear Scar Classification with Convolutional Neural Network

Publication Name: Lecture Notes in Networks and Systems

Publication Date: 2025-01-01

Volume: 1345 LNNS

Issue: Unknown

Page Range: 13-20

Description:

This article categorizes the wear features of ball-on-disc type specimens into two classes using a Tensorflow Convolutional Neural Network network. The convolutional neural network is employed for image classification, specifically in the field of tribology, involving surface analysis and wear characterization.

Open Access: Yes

DOI: 10.1007/978-3-031-87620-2_2

Authors - 2