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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.

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Wear Scar Classification with Convolutional Neural Network

  • 会议论文

  • 发表日期：

    2025年

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  • Zsolt Miklós Tabakov,
  • András Lajos Nagy

摘要

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.