Automated system that detects, classifies, and sorts metric fasteners (screws, nuts, washers, standoffs) using computer vision and a 3-axis CNC pick-and-place with an electromagnet toolhead. Objects ...

This project performs automated fastener recognition from images using OpenCV’s contour features. It can be deployed for industrial sorting, quality control, or inventory automation — working ...

The GI-100DT uses a series of front and backlit cameras to calculate a part’s height, profile, and inner and outer diameters. Fasteners are critical components in engineered systems and structures, ...