ortusai/rightwayup
Image Classification • Updated
ORTUS AI
company
AI & ML interests
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ORTUS AI builds AI that turns standard CCTV infrastructure into proactive safety, security and operational tools.
Open models
RightWayUp
Full-circle image roll estimation with calibrated abstention. It measures how far an image is rotated from upright, over the full 360° at 1° resolution, and abstains when an image has no clear “up”.
- Six tiers from Pico to Max, as ONNX (FP32, FP16, INT8) and Core ML. Apache-2.0, commercial use allowed.
- On 4,706 new photos held back until the weights were frozen and scored once, the Max tier is within 10° on 93.0% of them, against 88.4% for Woehrer 2026.
- On RotBench it gets every image right, above the published human baseline on RotBench-Small (50 photos).
Model Video and write-up Code PyPI Training renders
pip install rightwayup
Products
CHEQIT
Camera health monitoring that runs where your cameras do. It watches CCTV fleets for the problems uptime checks miss (blur, freeze, darkness, scene drift, recording gaps) and turns them into a prioritised repair queue. It runs on-prem, and no video leaves the network. We built RightWayUp for our CHEQIT camera-health work.
ORTUS Live
A smart dashboard that turns raw data into actionable intelligence. More products at ortusai.io.
Links
Website CHEQIT GitHub LinkedIn X YouTube
hello@ortusai.io