A Deep Learning System for Recognizing and Recovering Contaminated Slider Serial Numbers in Hard Disk Manufacturing Processes

A Deep Learning System for Recognizing and Recovering Contaminated Slider Serial Numbers in Hard Disk Manufacturing Processes

This paper outlines a system for detecting printing errors and misidentifications on hard disk drive sliders, which may contribute to shipping tracking problems and incorrect product delivery to end users. A deep-learning-based technique is proposed for determining the printed identity of a slider s...

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Bibliographic Details
Main Authors: Chousak Chousangsuntorn, Teerawat Tongloy, Santhad Chuwongin, Siridech Boonsang
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Sensors
Subjects:
convolution neural networks
optical character recognition
character classification
hard disk drive
Online Access:https://www.mdpi.com/1424-8220/21/18/6261

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