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I will build yolo object detection, tracking and ai video analytics
Automation and AI Engineer
I design and build intelligent software systems that can think, decide, and act autonomously — not just static apps. My expertise combines AI reasoning, data-driven automation, and modern app developm...
About this Gig
Need a reliable computer vision system for images, recorded video, CCTV, webcam, or RTSP streams?
I will build a custom YOLO-based object detection, tracking, and video analytics solution tailored to your use case.
I can help with:
- Object detection and custom YOLO training
- Multi-object tracking with ByteTrack or BoT-SORT
- People, vehicle, product, or custom-object detection
- Counting, line crossing, zones, dwell time, and movement analytics
- Video processing and annotated outputs
- Real-time webcam, CCTV, or RTSP inference
- Alerts, event rules, API integration, and structured results
- Performance optimization for CPU/GPU deployment
I work with Python, YOLO, OpenCV, TensorFlow, PyTorch, ONNX, and related computer vision tools.
You will receive clean, documented source code and clear setup instructions based on the package selected.
Please message me before ordering if your project requires custom training, multiple cameras, real-time deployment, face recognition, ReID, dashboards, or integration with an existing system. I can provide a custom offer for larger projects.
Clients I’ve worked with
Fortinet
Cybersecurity
I worked with Sken.ai, now acquired by Fortinet, on a short-term project, conducting machine learning experiments on proprietary data. Using AWS, I focused on finding patterns, clustering, and classification within textual data.
Apr 2021-Apr 2021
My Portfolio
Other Data Science & ML Services I Offer
FAQ
Can you train YOLO on my own dataset?
Yes. If you already have a labeled dataset, I can train or fine-tune a YOLO model for your custom objects. Dataset size, annotation quality, number of classes, and required accuracy can affect the project scope.
Can you work with CCTV or RTSP camera streams?
Yes. I can build real-time pipelines for webcam, CCTV, and RTSP streams. For multiple cameras or production-scale deployment, please contact me for a custom offer.
Which YOLO versions can you work with?
I can work with modern YOLO-based object detection models and select the most appropriate version based on accuracy, latency, deployment environment, and hardware requirements.
Can you add object tracking?
Yes. I can integrate tracking approaches such as ByteTrack, BoT-SORT, or another suitable tracker for people, vehicles, and other detected objects.
Can you count people or vehicles?
Yes. I can implement object counting, directional counting, line crossing, entry/exit logic, and region-based analytics.
Can you create alerts when something happens?
Yes. Events such as zone entry, line crossing, presence of a particular object, or other detection conditions can generate alerts or structured events.
Can the system run in real time?
Yes, depending on the model, video resolution, frame rate, hardware, and number of streams. I can optimize the pipeline for CPU or GPU execution.
Can you integrate the model with my existing application?
Yes. I can expose detection results through Python modules, JSON output, REST APIs, or integrate them into an existing backend. Larger integrations are normally handled through a custom offer.
Do you provide source code?
Yes. Source code and setup instructions are included unless we explicitly agree otherwise before starting the project.
Can you guarantee a specific accuracy?
No responsible developer can guarantee accuracy before evaluating the dataset and use case. I will help evaluate the model and improve performance, but accuracy depends heavily on data quality and operating conditions.
