Only 2% of drivers stop for a pedestrian at the crossing.
Since 1 June 2021 the law requires yielding to a pedestrian entering the crossing. In reality about 2% stop, and only 1 in 5 yield to someone waiting. We show it live — and let you judge each situation yourself.
Live camera — AI counts in real time
○ OFFLINEPublic crossing camera (PL) · 24/7
Help us check the AI — confirm or refute an event
The AI only flags suspicious situations (a vehicle on the crossing with a pedestrian present). Real violation or false alarm? You decide. From your votes we compute the model's true accuracy — more honest than a vendor's claim.
Waiting for the first detected event…
Why this matters to government
the cost of road crashes to Poland — ~1.7% of GDP. One fixed crossing can pay back the whole program.KRBRD, PANDORA 2022
drop in crossing accidents after the 2021 law (pedestrian deaths on crossings −59% before/after). It works — let's finish the job.KRBRD 2019–2023
pedestrian death rate per million residents — among the worst in the EU-27. Polish Road Safety Observatory
EU: −50% deaths by 2030, zero by 2050 (Safe System). We supply the objective data missing from today's infrastructure decisions.EU Road Safety Framework
What we do · what we'll add · how we change things
Today
- Count pedestrians and vehicles from a real camera.
- Flag crossing conflicts and save a snapshot for verification.
- Measure true accuracy from human ratings.
- Blur faces and plates at ingest.
We'll add
- Conflict times in seconds (PET/TTC) on a calibrated camera.
- City ranking of the most dangerous crossings + before/after reports.
- Night and weather analysis, threshold alerts.
- Active learning from human votes.
How we change things
Measure → pinpoint the worst crossings → recommend an intervention (refuge, raised table, lighting) → measure the effect in numbers. Pedestrian safety turns from guesswork into a measurable, repeatable process.
Let's talk about your crossing
For a municipality, road authority, company or research project. I reply within 1–2 business days.