I will develop vehicle detection tracking and security intro video counting for cctv
About this Gig
Do you need your CCTV system to understand where vehicles are moving, which direction they travel, and how many pass through specific areas?
I develop integrated vehicle detection, tracking, and counting systems for video and CCTV analytics.
Instead of treating every video frame as an isolated image, the system can track detected vehicles as they move through the scene and use that information to generate meaningful events and statistics.
What I will do:
- Detect vehicles from video or compatible CCTV streams
- Track vehicles as they move through the scene
- Maintain object identities during movement
- Count vehicles crossing defined lines or zones
- Determine movement direction
- Separate vehicle categories when required
- Define restricted or monitored regions
- Generate event and tracking data
- Tune the pipeline for your camera perspective
- Optimize inference performance where required
- Provide implementation documentation
This service is suited to projects where detection alone is not enough and you need a complete perception pipeline that follows vehicles and extracts useful information from their movement.
Share a sample video and describe what you need tracked, counted, or measured.
Other Data Science & ML Services I Offer
FAQ
What is the difference between detection and tracking?
Detection identifies vehicles in individual frames. Tracking connects those detections over time so the system can follow vehicle movement through a scene and use that information for counting and analytics.
Can you track vehicles across different areas of the camera view?
Yes. I can define regions, lines, or zones depending on your objective and camera perspective.
Can the system count vehicles while tracking them?
Yes. Tracking can be combined with line crossing or zone based logic to count vehicles while reducing duplicate counts.
Can you integrate this with an existing CCTV setup?
Yes, when the existing system provides a compatible video source. I can evaluate recorded footage, RTSP/IP streams, or other supported inputs.
Can you customize the system for a specific vehicle type or business rule?
Yes. The detection, tracking, counting, zones, events, and outputs can be designed around your specific requirements and available data.
