I will build object detection, tracking and video analytics systems


About this gig
Need accurate object detection and tracking for recorded video, CCTV footage, or a custom computer vision workflow?
I will build a Python video analytics system that detects objects, assigns stable tracking IDs, and turns footage into useful visual or structured output.
Depending on your package, I can provide:
Object or person detection
Multi-object tracking with stable IDs
AI vision agent for automated video analysis
Re-identification after short occlusions
Face blurring for privacy
Movement heatmaps
Annotated MP4 output
CSV, JSON, or MOT tracking data
Source code and setup guidance
API or workflow integration
My portfolio system uses YOLOX, OC-SORT, OSNet, OpenCV, and PyTorch. I can adapt the pipeline to your target classes, footage, and hardware.
Please message me before ordering. Send a sample video, the objects you need tracked, your expected output, and your deployment environment so I can confirm the scope and realistic performance.
Get to know Arhyp S.
OCR, AI
- FromUkraine
- Member sinceFeb 2026
- Avg. response time1 hour
- Last delivery2 days
Languages
English
My Portfolio
FAQ
Can you process CCTV footage or recorded video?
Yes. Send a short sample first so I can check resolution, camera angle, object visibility, and the required output before confirming the scope.
Will I receive the source code?
Yes. Source code is included as stated in the package. Premium also includes written documentation for setup and maintenance.
Can you guarantee real-time performance?
Performance depends on video resolution, model size, hardware, and the number of objects. I will benchmark a sample before confirming any real-time target.
Can you integrate the system into my application or API?
Yes. I can connect the vision pipeline to an existing Python application, API, or workflow after reviewing your codebase and deployment environment.

