I will build an ai security camera system with real time theft detection


About this gig
Most security cameras record. Mine actually think.
I build AI-powered surveillance systems that dont just store footagethey detect suspicious behavior in real time, trigger alerts, and give you live visibility without forcing you to babysit video feeds like its your second job.
I built Clever Catch: a retail theft detection system using YOLOv8 + a custom suspicion-scoring engine, real-time dashboard, mobile/email alerts, and sub-900ms inference latency. Yes, it actually reacts while things are happening.
WHAT I CAN BUILD:
- Real-time object detection on live IP camera/webcam feeds
- Suspicious behavior scoring & event detection
- Instant email/app alerts
- Person & object tracking across frames
- Retail theft detection logic
- Restricted zone / crowd monitoring
- (Premium) Live admin dashboard
WHAT YOU GET:
- Clean Python code + documentation
- YOLOv8-based high-speed pipeline
- Deployment guide (no guesswork chaos)
- Works with standard cameras
- Demo video of your system
STACK: Python | YOLOv8 | OpenCV | Flask | React (premium)
WHO THIS IS FOR:
Retail stores, startups, security teams, and anyone tired of CCTV = passive regret archive.
Send your setup before ordering.
Get to know Fiza R
Software Engineer
- FromPakistan
- Member sinceMar 2026
- Avg. response time1 hour
Languages
Urdu, English, Arabic
FAQ
Does this work with my existing CCTV cameras?
Most standard IP cameras and USB webcams are supported. Share your camera model and I'll confirm.
What accuracy can I expect?
Depends on lighting and camera quality. My own system achieved 70% theft detection accuracy on standard retail footage. I'll be honest about what's realistic for your setup.
Can you add this to my existing app?
Yes. Tell me your stack and I'll scope it before you order.
Do I need a GPU?
Recommended but not required. I'll optimize for your hardware.

