Physical AI

Robotics & Computer Vision

Physical automation: machine vision inspection, autonomous tracking, and the practical limits of putting a camera and a model on a production line.

2 articles
Robotics & Computer Vision

Autonomous Camera Tracking Systems — How They Work

The engineering behind camera systems that follow a subject autonomously — detection, re-identification, motion control, and the failure modes that matter.

3 min read →
Robotics & Computer Vision

Machine Vision Inspection — What It Takes to Actually Work

The engineering behind automated visual inspection: imaging, optics, lighting, the defect rarity problem, and where deep learning helps versus classical vision.

4 min read →
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