Hazards spotted before you can react.
AVCaptureMultiCamSession runs front + rear simultaneously, frames stream to a YOLOv8 sidecar, and ARKit scene-depth fuses LiDAR distance into the risk score. Close passes, doorings, blocked bike lanes, pedestrian conflicts — flagged in real time.