Development of Machine Vision Approach for Mechanical Component Identification based on its Dimension and Pitch

This paper presents a vision-based system for automating mechanical assembly lines by identifying and classifying different types of bolts. The system uses a novel method to calculate bolt pitch and dimensions, achieving 98% accuracy in part identification with minimal hardware requirements and millisecond-level processing speeds, making it suitable for use with moving components on a conveyor.

Recommended citation: Jain, Toshit, Faisel Mushtaq, Kaki Ramesh, Sandip Deshmukh, Tathagata Ray, Chandu Parimi, Praveen Tandon, and Pramod Kumar Jha. "Development of Machine Vision Approach for Mechanical Component Identification based on its Dimension and Pitch." arXiv preprint arXiv:2310.01995 (2023).
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