How to Monitor Steel Alloys with Grafana
summary
Theia Scientific streams room-sized electron microscope images into a time-series database and ML pipeline that draws outlines and measures defects automatically, producing size, morphology, confidence scores and distributions inside Grafana dashboards. The system claims up to 80% time savings versus manual labeling, lets operators see trends and reject bad samples in minutes instead of 18 months, and ships as a deployed observability UI used by DOE labs and research universities.
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