Modeling Product Quality with Deep Learning: A Comparative Exploration

Sneha, Chirumamilla and Niharika, Rayavarapu and Karthik, Galla and Balakotaiah, Dega and P, Venkata Rajulu (2025) Modeling Product Quality with Deep Learning: A Comparative Exploration. 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

This work outlines a deep learning driven approach towards automatically detecting manufacturing casting defects during processes, hoping to improve industry efficiency and quality control accuracy. Submersible pump impellers classified as non-defective or defective were trained on and tested from a

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 20:20
Last Modified: 16 Apr 2026 15:50
URI: http://eprints.eai.eu/id/eprint/60247

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