Back
UOCT Vehicle Monitoring System
Traffic analytics pipeline for detection, tracking, counting, and speed estimation.
The system processes RTSP streams in real time and extracts operational traffic metrics.
Deployment combines containerized inference, message queues, and cloud infrastructure.
Metrics
+45.3% MOTA, +10.2% IDF1, 96.3% counting accuracy, speed error 40% -> 9.3%
Stack
PythonPyTorchDockerGoogle Cloud
Images
Images can be added later under public/projects/.