I will build computer vision for image measurement

I build custom computer vision solutions in Python/OpenCV that measure real dimensions, areas, and counts from images or video calibrated px to nm, with edge detection tuned to your exact parts for high accuracy. Backed by 20 years in software and real production-line machine-vision inspection, you get clean code, annotated results, and a validation report. Generic edge detection not accurate enough?

 That's exactly what I fix.