A computer vision system that automates traffic monitoring, signal control, and violation detection from CCTV.
YOLO detects and classifies vehicles from live CCTV streams, lane-wise density estimation dynamically adjusts signal timing, ambulances are detected to create a green corridor, and violations — missing helmets, triple riding, signal jumping — are flagged and logged with evidence capture.
Traffic signals run on fixed timers that ignore actual lane density, so empty lanes hold green while queues build elsewhere. Emergency vehicles wait in the same jams, and violations go unrecorded unless an officer is physically present.
Use the CCTV infrastructure already installed to drive signal timing from real density, detect and prioritise emergency vehicles automatically, and capture violation evidence without human presence.
YOLO-Based Vehicle Detection
Real-time detection and classification from CCTV streams.
Adaptive Signal Control
Lane-wise density estimation dynamically adjusts signal timing.
Emergency Vehicle Priority
Detects ambulances and creates a green corridor.
Violation Detection & Logging
Flags helmet absence, triple riding, and signal jumping with evidence capture.
Computer Vision
Control logic
Application
Stream ingestion
Live CCTV feeds are decoded frame by frame.
Vehicle detection
YOLO detects and classifies vehicles per lane.
Density estimation
Lane occupancy drives adaptive signal timing.
Priority handling
Detected ambulances trigger a green corridor.
Violation logging
Offences are captured with photographic evidence.
Every project is quoted individually, because the price depends on the modules you need, your technology stack, your college's format and your deadline. Send us the project name on WhatsApp and we'll share a quote the same day.
Yes. Share your guide's requirements, preferred technology stack and abstract format, and we adapt the modules, dataset or UI accordingly.
That is the point of the explanation session. We walk you through the architecture, every module, the flow of data and the results, and hand over a viva question bank with answers.
We help you with setup end to end — dependencies, environment, database and configuration — over chat or a call until it runs on your machine.
Yes. Post-delivery support is included, so you can come back for fixes, doubts or demo help even after the project is delivered.
Get complete source code, documentation, PPT, explanation, and support.
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