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I will build custom yolo object detection tracking and counting in python
Python AI Developer, Computer Vision, OCR and Automation
Looking for computer vision or machine learning solutions to elevate your business? With 4+ years of AI, deep learning, and image processing expertise, I bring your ideas to life! 🚀
Services: Image ...
About this Gig
Need a computer vision system that can detect, track and count objects in images or videos? I will build a custom YOLO object detection, tracking and counting solution in Python for your real-world use case.
This service is suitable for vehicles, people, products, animals, safety equipment, defects, sports players and other custom classes.
What I can deliver:
- YOLOv8 or YOLO11 model setup and training
- Custom object detection for your dataset
- Multi-object tracking with ByteTrack or DeepSORT
- Line-crossing, zone and occupancy counting
- Image, recorded-video or live-camera processing
- Confidence thresholds and performance optimization
- Annotated videos and CSV or JSON reports
- Python source code, model weights and instructions
I can work with an existing labeled dataset or help you prepare an annotation plan. Accuracy and processing speed depend on dataset quality, camera angle, lighting, hardware and object complexity.
Please send sample footage, required classes, dataset details and expected output before ordering. I will review your project and recommend the correct package.
You will receive tested code, clear communication and practical documentation.
FAQ
Which YOLO versions can you use?
I can work with YOLOv8, YOLO11 and other suitable YOLO versions depending on your requirements and deployment environment.
Do I need to provide a labeled dataset?
A labeled dataset is required for custom model training. If your data is not annotated, I can evaluate it and provide image annotation as an additional service.
Can you track and count objects in videos?
Yes. I can implement object tracking, line-crossing counts, entry and exit counts, zone occupancy and unique object counting.
Can the system process a live camera or CCTV stream?
Yes. The Premium package can include live-camera, CCTV, webcam or RTSP-stream processing, depending on access and hardware.
Will I receive the source code and trained model?
Yes. You will receive the relevant Python source code, trained model weights and instructions according to your package.
Can you guarantee a specific accuracy or frame rate?
I cannot guarantee performance before reviewing the data. Accuracy and speed depend on dataset quality, camera conditions, hardware and model complexity.
