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I will build ai cctv video analytics for fall weapon and violence detection
Building efficient, accurate, and intelligent AI models
Hi, I'm Abdul Hameed AI/ML Engineer with 4+ years in Deep Learning, NLP & Computer Vision.
I build: facial emotion & expression analysis from video, face recognition (ArcFace), speech-to-text pipelin...
About this Gig
Want your CCTV cameras to alert you the moment something goes wrong? I turn ordinary cameras into an AI surveillance system that detects weapons, violence, falls and intrusions in real time and sends instant alerts.
What I can detect:
- Weapons: guns and knives
- Fights, violence and aggressive behavior
- Falls (elderly care, hospitals, workplaces)
- Intrusion, loitering and restricted-zone entry
- Person counting and tracking
- Custom objects or events for your site
How it works:
- Connects to RTSP/IP cameras, NVRs or video files
- Runs on your server, cloud, or edge devices (Jetson, Raspberry Pi)
- Alerts via WhatsApp, Telegram or email with a snapshot
- Dashboard with event logs and clips
What you get: trained YOLO model, source code, real-time inference pipeline, alert system, evaluation report, documentation and deployment help.
Tech: Python · YOLO · PyTorch · OpenCV · TensorRT/DeepStream · FastAPI
Why me: I have built weapon detection and safety monitoring systems. I test on your real camera footage, not just clean datasets, so you know how it performs before go-live.
Message me with your camera count, location type and what you want to detect before ordering I'll recommend the right package.
APIs:
Microsoft Computer Vision AI
Programming language:
Python
•
MATLAB
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SQL
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Java
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MLflow
Frameworks:
Scikit-learn
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DeepPy
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Google ML Kit
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Keras
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PyTorch
My Portfolio
Other Data Science & ML Services I Offer
FAQ
Can you develop a custom weapon detection AI model?
Yes. I can develop custom AI models for gun, knife, weapon, and other object detection using your dataset or suitable public datasets.
Can you detect violence and aggressive behavior in videos?
Yes. I can build AI systems for violence, fights, aggressive behavior, suspicious activities, and other predefined events in video footage.
Can the AI system work with CCTV or live camera feeds?
Yes. I can integrate the model with CCTV footage, video files, webcams, or supported real-time camera streams.
Can you build a real-time AI surveillance system?
Yes. I can develop real-time detection with confidence scores, event logging, alerts, and monitoring dashboard integration.
Can you add anti-tracking detection?
Yes. I can develop privacy-aware anti-tracking detection features for supported video and surveillance workflows based on your requirements.
Can you provide the complete source code and trained model?
Yes. Depending on your package, I can provide the trained model, source code, documentation, testing results, and deployment assistance.
