Pete Warden: How screen scraping and TinyML can turn any dial into an API

Pete Warden: How screen scraping and TinyML can turn any dial into an API. “I’ve already heard from multiple teams who have legacy hardware that they need to monitor, in environments as varied as oil refineries, crop fields, office buildings, cars, and homes. Some of the devices are decades old, so until now the only option to enable remote monitoring and data gathering was to replace the system entirely with a more modern version. This is often too expensive, time-consuming, or disruptive to contemplate. Pointing a small, battery-powered camera instead offers a lot of advantages. Since there’s an air gap between the camera and the dial it’s monitoring, it’s guaranteed to not affect the rest of the system, and it’s easy to deploy as an experiment, iterating to improve it.”

%d bloggers like this: