Engineering deep-dives, deployment playbooks, and lessons from putting computer vision behind real industrial-safety programs.
When you're retrofitting computer vision onto an existing camera infrastructure, where do you start? A ranked list of safety detectors by incident reduction per dollar.
A walk through how real-time detection cut ergonomic-injury near-misses on a high-volume packaging line — the dataset, the detector, and what we'd do differently.
Hi-vis vests on hi-vis backgrounds, partially-occluded helmets, dark welding bays. The five lighting and occlusion scenarios that quietly tank PPE-detection accuracy in production — and how we engineer around them.
What questions to ask vendors, what claims to discount, and how to structure a 90-day pilot that actually tells you whether the software belongs on your floor.