I will build a real time object detection and tracking system using yolov8
AI Engineer, Machine Learning, NLP, LLMs, AI Agents, Chatbots
About this Gig
Need to detect, count, or track objects in video in real time vehicles, people, or custom objects? I'm an AI Engineer specializing in computer vision, with hands-on experience building real-world detection and tracking systems using YOLOv8, ByteTrack, and OpenCV. My work includes a real-time traffic and parking monitoring platform and a restricted-zone surveillance system with live alerting. What I can build for you: Real-time object detection (people, vehicles, products, or custom objects). Multi-object tracking with persistent IDs across video frames. Zone-based counting (entry/exit, occupancy, capacity limits). Speed estimation and traffic/parking analytics. Restricted-area monitoring with instant SMS/Telegram alerts. Live dashboards with real-time charts and historical reporting. Support for webcam, video files, RTSP IP cameras, or live streams. I hold an MS in Artificial Intelligence, with thesis research in real-time semantic segmentation for autonomous vehicles bringing both applied engineering and research-level depth to computer vision. Message me with your use case before ordering so I can confirm feasibility and recommend the right package.
APIs:
Microsoft Computer Vision AI
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Azure Face API
Programming language:
Python
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SQL
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Colab
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MLflow
Tools:
Jupyter Notebook
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OpenCV
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TensorFlow
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SimpleCV
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PyTorch
Frameworks:
Scikit-learn
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SimpleCV
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Keras
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PyTorch
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Panda
My Portfolio
FAQ
Can you train the model on my own custom objects?
Yes. I can fine-tune YOLOv8 on your dataset, or help label a small dataset if you don't have one yet (may be a paid add-on depending on size).
Will this work with my existing security cameras?
Yes, as long as they support RTSP or standard video streaming. Let me know your camera type before ordering.
Do I need coding knowledge to use the final system?
No. I deliver a working system and provide clear instructions on how to run and use it.
Can this be deployed on a live/production server?
Yes, deployment support is included in Premium. For Basic/Standard, it can be added as an extra.

