You will get Real-Time Object & Person Tracking System (YOLOv8, WebRTC)
Rising Talent
Project details
I provide a production-ready, privacy-first Computer Vision solution that tracks objects in real-time. Unlike standard scripts, my system is a fully containerized architecture (Docker, FastAPI, Streamlit) that delivers live analytics without storing sensitive video footage. It is highly adaptable, allowing for quick deployment to track anything from people to industrial components. You get a professional, low-latency dashboard ready for immediate use.
Machine Learning Tools
NumPy, OpenCV, pandas, Python, TensorFlowWhat's included $60
These options are included with the project scope.
$60
- Delivery Time 2 days
- Number of Revisions 2
- Model Documentation
- Data Source Connectivity
2 reviews
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AC
Atul C.
Aug 22, 2026
Need Reddit archive for 4 groups + 2 year history
Marek is reliable, smart and efficient with his deliverables. Do not hesitate for even a second if you need scraper work done from someone who clearly understands the tools/issues and doesn't just guess but actually knows how to solve problems.
OP
Odi P.
Aug 18, 2026
ΑΙ Software Engineer
We worked with Marek on 4 milestones.
The following is what impressed us:
- Understood the importance of data compliance for the project and proactively researched the field to add value.
- Demonstrated great balance between understanding and asking for directions and executing the agreed work.
- Demonstrated maturity in constantly seeking clarification to execute the tasks.
- Asked the correct questions.
- Remarkably ambitious and respectful.
- Delivered ahead of schedule.
- Showed detailed communication.
Marek proved to be very valuable for the project. We are rehiring him again!
The following is what impressed us:
- Understood the importance of data compliance for the project and proactively researched the field to add value.
- Demonstrated great balance between understanding and asking for directions and executing the agreed work.
- Demonstrated maturity in constantly seeking clarification to execute the tasks.
- Asked the correct questions.
- Remarkably ambitious and respectful.
- Delivered ahead of schedule.
- Showed detailed communication.
Marek proved to be very valuable for the project. We are rehiring him again!
About Marek
Business Automation & Computer Vision Engineer | Invoice AI YOLOv8
100%
Job Success
Gdansk, Poland - 10:19 am local time
What I deliver:
— Invoice & document extraction (YOLOv8 + OCR, structured JSON output, 95%+ accuracy)
— Business process automation (Python, n8n, Make, API integrations)
— Computer vision systems (defect detection, object counting, real-time camera analysis)
Every project I deliver is production-ready, documented, and built to scale. I don't disappear after handoff.
Currently available for fixed-price projects and retainers. Message me with your bottleneck — most projects scope out in one conversation.
Steps for completing your project
After purchasing the project, send requirements so Marek can start the project.
Delivery time starts when Marek receives requirements from you.
Marek works on your project following the steps below.
Revisions may occur after the delivery date.
Environment Setup
I will deploy the containerized architecture on your hardware, ensuring all services (FastAPI backend and Streamlit frontend) are correctly configured and running.
Video Stream Integration
I will integrate your video source using WebRTC for low-latency, real-time streaming, which ensures privacy by processing data directly in memory without storing sensitive footage on the disc.