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Fiverr Pro
English
$
USD
I will develop a computer vision system for object detection, counting, and tracking
About this Gig
Looking for a custom AI-powered computer vision solution to detect and count objects from images or videos with high accuracy?
I will create a robust detection and counting system using YOLOv8 + OpenCV, tailored to your specific use case. Whether you want to process live video feeds or analyze pre-recorded footage, this solution ensures reliable and scalable results.
What youll get in this gig:
- Custom Object Detection Model (YOLOv8 or CNN) trained for your objects
- Frame-by-frame analysis to detect, count, and track objects across video frames
- Real-time or batch processing with accurate counts
- Annotated video or image output with detected objects highlighted
- Count logs in CSV/Excel format for easy reporting and analysis
- Clean, modular, and optimized Python code
Technologies I use:
- Python
- OpenCV
- YOLO
- NumPy, Pandas
Why choose me?
- Experience in computer vision & machine learning projects
- Production-ready, scalable, and efficient solutions
- Documentation & guidance for seamless integration
What are you waiting for, Message me to get started!
My Portfolio
Other Data Science & ML Services I Offer
FAQ
Do I need to provide my own dataset?
If you already have images or videos of your objects, sharing them ensures the best accuracy. If not, I can use pretrained models or research public datasets or guide to the right source.
What kind of objects can you detect and count?
I can train and adapt the model for any objects relevant to your business from products, machinery, and vehicles to people, crops, or inventory items.
Can this system work in real-time?
Yes. Depending on your requirements, I can set up real-time detection (e.g., monitoring a production line) or batch processing for video/image datasets.
How will I receive the results?
You will get annotated images/videos showing detected objects, along with count logs in CSV/Excel format. For Premium, I also include deployment and API access.
Can you deploy the solution on cloud or local servers?
Absolutely. I can set up deployment on cloud platforms (AWS, Azure, GCP) or help integrate locally, depending on your business workflow.
Will I get the source code?
Yes, source code is included in the Standard and Premium package.
How accurate will the model be?
Accuracy depends on data quality and quantity. With good training data, I optimize and fine-tune the model for strong performance in real-world conditions.
What industries can benefit from this service?
Retail, manufacturing, logistics, agriculture, healthcare, security, and more. Any business needing automated visual monitoring, counting, or inspection.
