Beyond Market Intelligence/image rotation detection

image rotation detection

Beyond Market Intelligence keeps image rotation detection in one place: one story so far. The section currently leads with “Open-sourcing RightWayUp to solve camera rotation detection”. ORTUS AI needed to know, from a single CCTV frame, whether a camera was installed upside-down. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every image rotation detection story on Beyond Market Intelligence, newest first.

Machine Learning

Open-sourcing RightWayUp to solve camera rotation detection

ORTUS AI needed to know, from a single CCTV frame, whether a camera was installed upside-down. Existing models fell short, low accuracy, too many false positives, restrictive licenses. So they trained their own. The result is RightWayUp, now open-sourced under Apache-2.0. It estimates rotation across all 360 degrees and knows when to abstain. On held-out tests, the largest version hit 93.0% accuracy within 10 degrees, outperforming alternatives.