Watch a camera, flag close calls as they happen.

Every frame: YOLO26 + ByteTrack → post-encroachment time computed incrementally as road users cross → an event the moment PET < 4 s (same physics filter as the batch pipeline). Frames are pixelated before display. Each priority event (vulnerable road user, or PET < 1.5 s) goes asynchronously to the same 3-model vote on W&B Inference and its card updates when the vote returns. All numbers below are measured live on this machine.

Processed fps

–

rolling 10 s

Frame → flag

– / –

p50 / p95, from frame arrival

Events

0

0 vote-flagged

Vote latency

– / –

vote off (no W&B key)

Detect + track

–

per frame, p50

Frames

0

0 dropped

Latency is measured from the moment a frame reaches this machine. For the live camera, the stream's own delivery delay (HLS) is not included.

No events yet. Pick a source and press Start; live cameras can be quiet.