PrintProbe: A Deep Learning-Based Real-Time Error Detection System for 3D Printing Using Faster R-CNN

Reddy, P.; kumari, C.; Charan, Singam

PrintProbe: A Deep Learning-Based Real-Time Error Detection System for 3D Printing Using Faster R-CNN

Reddy, P. and kumari, C. and Charan, Singam (2025) PrintProbe: A Deep Learning-Based Real-Time Error Detection System for 3D Printing Using Faster R-CNN. In: Proceedings of the 4th International Conference on Information Technology, Civil Innovation, Science, and Management, ICITSM 2025, 28-29 April 2025, Tiruchengode, Tamil Nadu, India, Part II.

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Abstract

3D printing has emerged as a transformative additive manufacturing technology, yet persistent challenges with print failures continue to impact production efficiency. Common errors such as filament failure, bed level misalignment, and layer shifting result in significant material wastage and increas

Item Type:	Conference or Workshop Item (UNSPECIFIED)
Date Deposited:	04 Mar 2026 20:20
Last Modified:	16 Apr 2026 15:49
URI:	http://eprints.eai.eu/id/eprint/60261

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