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I will build custom object detection system using yolov5 or yolov8
ENGINEER
AI Developer specializing in Machine Learning, Computer Vision, and NLP. I build practical AI applications object detection systems, dashboards, and automation tools with clean code and documentation....
About this Gig
Are you looking for a reliable AI developer to build a custom object detection system for your business or project?
I specialize in building object detection solutions using YOLOv5 and YOLOv8 trained on your specific dataset to detect exactly what you need, whether it's products, defects, vehicles, people, or any custom object class.
What I offer:
- Custom YOLO model training on your dataset
- Dataset preprocessing and annotation guidance
- Model evaluation with accuracy/performance metrics
- Streamlit dashboard for easy demo and testing
- FastAPI integration for production deployment
- Clean, documented code you can actually use and extend
Recent work: I built a complete AI-powered agricultural disease detection system using YOLO for disease localization, combined with severity estimation and automated reporting. You can see the full breakdown in my portfolio.
I focus on working solutions, not just demos. Clear communication throughout the project, and I'll flag early if your dataset or requirements need adjustment before we start.
Message me with your project details, and let's figure out the right approach for your use case.
My Portfolio
FAQ
Do I need to provide a labeled dataset?
Not necessarily. If you have raw images, I can guide you through labeling, or handle annotation as part of the project (may affect pricing/timeline depending on dataset size). If you already have a labeled dataset, we can start training right away.
What if my dataset is small?
I can work with small datasets using data augmentation techniques to improve model performance. However, very small datasets (under 50-100 images per class) may result in lower accuracy — I'll be upfront about expected results before we start.
Can you deploy the model, or do I get just the code?
Both are possible. Basic/Standard packages include source code and a demo dashboard. If you need production deployment (API, cloud hosting, etc.), that's included in the Premium package or can be added as a custom offer.
How long does training take?
Delivery time depends on dataset size and number of classes. Standard training typically fits within the delivery timeframes listed in each package, but I'll confirm exact timing once I review your dataset and requirements.
Can you customize this for my specific industry (agriculture, retail, security, etc.)?
Yes. I've built domain-specific detection systems before (e.g., agricultural disease detection). Send me your use case details and I'll let you know the best approach.
