Beyond Market Intelligence/360-degree rotation

360-degree rotation

Beyond Market Intelligence keeps 360-degree rotation 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 360-degree rotation 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.