Technology demonstrator β€” it shows what video analysis can do for pedestrian safety. It is NOT official surveillance or law enforcement, imposes no penalties and identifies no persons (faces and plates are blurred). Behavioural readouts are indicative and are verified by humans.

Deployment & costs β€” for road authorities

Analysis runs on CPU; a GPU is only needed from ~50 streams. Orders of magnitude (infrastructure only):

ScaleStreamsHardwareCost
MVP (demo)1–4CPU / 1 small serverβ‰ˆ €0–40 / mo
Pilot10–201Γ— serwer dedykowany (AX41)~€40 / mo
City~1001Γ— GPU (GEX44, RTX 4000)~€184 / mo

Path to decision-makers

Deployment pricing depends on crossings and camera quality β€” get in touch.