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I will build a custom CNN or yolov8 model for image classification
Machine Learning Engineer CNN and YOLOv8 Specialist Computer Vision
Looking for a Machine Learning solution that's deployable, not just another notebook? I build custom Computer Vision and Deep Learning solutions, including CNN image classification, YOLOv8 object dete...
About this Gig
Looking for a working machine learning or computer vision model not just theory?
I build practical, deployable computer vision and ML solutions using Python, TensorFlow/Keras, and OpenCV. My work includes:
- CNN-based medical image classification- 96-98% accuracy on real MRI scan data
- YOLOv8 object detection- built a working Automatic Number Plate Recognition (ANPR) system
- Full-stack AI integration- connected an ML/LLM microservice (FastAPI) with a Node.js backend and React frontend, containerized with Docker
What I offer:
- Custom CNN or YOLO model training on your dataset
- Data preprocessing and augmentation
- Model evaluation (accuracy, confusion matrix, precision/recall)
- API deployment (FastAPI/Flask) so your model is usable, not just a notebook
- Clean, documented code with a short report explaining results
I focus on clear communication and realistic timelines. I'll tell you upfront if something isn't feasible rather than overpromising.
Message me with your dataset or problem, and I'll confirm scope before you order.
FAQ
What format should my dataset be in?
Most formats work — labeled image folders, CSV with paths, or COCO/YOLO annotation formats. Message me with what you have and I'll confirm compatibility before you order.
Do I need to provide the dataset, or can you help me find one?
You can provide your own labeled dataset, or I can help source a suitable public dataset (e.g., Kaggle) if your project allows it.
Will I receive the full source code?
Yes. Every package includes full, documented source code — you're not just getting a black-box model.
Can you deploy the model so it's usable, not just a notebook?
Yes, that's included starting from the Standard package — I deploy via FastAPI so your model is accessible through a working API endpoint.
What if my project doesn't fit neatly into one of the three packages?
Message me with your requirements first. I'll confirm scope and can send a custom offer if your project needs something outside the standard packages.
