Streetline ParQ Vision: Next-Generation AI Parking Detection

ZDEVCO’s Streetline platform reaches a significant milestone with the deployment of ParQ Vision — our next-generation AI-powered parking detection system — across 42+ managed sites nationwide.

YOLO-Based Vehicle Detection

ParQ Vision uses YOLO-based AI vehicle detection with ROI zone mapping, bundle detection, and georeferenced camera views to deliver space-by-space parking occupancy with industry-leading accuracy. The system processes camera feeds in real time, classifying individual parking spaces as occupied or available.

Scale & Performance

The Streetline platform has now processed 720M+ parking events — a testament to the system’s reliability and the scale of our deployment footprint. With 99.98% uptime, parking operators and drivers depend on Streetline data for daily decision-making.

GCP Vertex AI Pipeline

Our model training pipeline runs on GCP Vertex AI, enabling continuous improvement of detection models through automated retraining, A/B testing, and performance monitoring. This ensures our classifiers adapt to new environments, lighting conditions, and vehicle types as deployments expand.

Enterprise Campus Deployments

Beyond municipal and freight applications, ParQ Vision is deployed at technology and pharmaceutical campuses in New York, California, and Texas — providing employee parking availability, EV charging integration, and commute analytics for some of the nation’s largest corporate campuses.

ParQ Vision represents the next evolution of AI-powered parking management, bringing computer vision accuracy and real-time analytics to every parking environment — from urban streets to enterprise campuses to truck rest areas.