Three-Dimensional Printing Quality Inspection Based on Transfer Learning with Convolutional Neural Networks

Three-Dimensional Printing Quality Inspection Based on Transfer Learning with Convolutional Neural Networks

Fused deposition modeling (FDM) is a form of additive manufacturing where three-dimensional (3D) models are created by depositing melted thermoplastic polymer filaments in layers. Although FDM is a mature process, defects can occur during printing. Therefore, an image-based quality inspection method...

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Bibliographic Details
Main Authors:	Cheng-Jung Yang, Wei-Kai Huang, Keng-Pei Lin
Format:	Article
Language:	English
Published:	MDPI AG 2023-01-01
Series:	Sensors
Subjects:	fused deposition modeling image analysis quality inspection transfer learning ensemble learning
Online Access:	https://www.mdpi.com/1424-8220/23/1/491

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