I will train and deploy yolov8 model for your ai ml project
Computer Vision Engineer and AI Model Deployment Expert
About this Gig
Turn your images or video into a working object detection system.
I build accurate, real-time object detection and tracking systems using YOLOv8, trained specifically on your data (not a generic pre-built model).
What you'll get:
- Custom-trained YOLOv8 model on your dataset
- Real-time object detection and tracking (image or video)
- Clean, documented Python code
- Performance testing and optimization
- Optional deployment as a working API
My process:
- Understand your requirement and dataset
- Preprocess and prepare data
- Train and fine-tune the YOLOv8 model
- Test on real images/video for accuracy
- Deliver clean, documented code (+ deployment if selected)
Tools: YOLOv8, OpenCV, Python, TensorFlow, PyTorch
Why work with me:
3 years of hands-on experience in computer vision, including a real-time crowd counting and tracking system for retail/security use (see portfolio). Clean code, honest timelines, clear communication.
Have a specific use case (people counting, vehicle detection, product recognition)......?
Message me before ordering and I'll confirm feasibility and timeline.
Programming language:
Python
Tools:
OpenCV
•
TensorFlow
•
PyTorch
Frameworks:
Scikit-learn
•
Panda
My Portfolio
Other Data Science & ML Services I Offer
FAQ
Do I need to provide my own dataset?
Not necessarily. If you have one, I'll train on it directly. If not, I can help source or create a suitable dataset for your use case (may affect timeline/price).
Can this be deployed on my website or app?
Yes, deployment as a working API is available in the Premium package, or as an add-on. Message me with your platform details for an accurate quote.
What accuracy can I expect?
Accuracy depends on dataset quality and size. I'll assess your data before starting and give you a realistic expectation upfront.
Do you provide the source code?
Yes, clean and documented source code is included in every package.
What if I need custom objects detected that aren't standard (e.g., specific products)?
That's exactly where custom-trained YOLOv8 models help. Share details and I'll confirm feasibility before you order.

