AI / Machine Learning / cv-14
Traffic Intersection Vision Analytics
Turns image and video streams into automated inspection, safety, and operational intelligence.
Commercial Scale
$20,400 USD
Risk Reduced
Automation Reliability
Executive Situation
Urban planners needed accurate vehicle, bicycle, and pedestrian counts from existing cameras during peak traffic windows and construction detours.
Modular Solutions Response
We combined detection, multi-object tracking, lane geometry calibration, and occlusion recovery to produce movement counts. Dashboards show turn paths, wait-time estimates, and conflict events while respecting camera privacy constraints.
Industry
Construction
Category
Computer Vision & Spatial Intelligence
Specialty
Optimized
Evidence Basis
Model + MLOps
parameters
54M detection + tracker stack
latency
31ms frame update
training
62 GPU hours
loss
L = CE(cls) + IoU(box) + IDF
Enterprise Security Gate
Network Access Restricted.
Detailed files, client-specific assumptions, and delivery channels remain controlled.