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I will build custom yolo object detection and computer vision models with opencv
Machine Learning and Computer Vision Engineer
I’m a Computer Science graduate specializing in Machine Learning, Deep Learning, and Computer Vision. I help startups, businesses, and software teams build practical AI solutions for data, image, and ...
About this Gig
Tired of paying people to watch screens, count items or spot defects by hand?
Manual inspection is slow, tiring and full of missed objects. Your own camera footage can do the work for you.
With custom YOLO object detection and computer vision, your images and video become instant, accurate results:
- Find, track and count objects automatically, in real time
- Cut manual checking time by up to 80%
- Aim for 90%+ accuracy, reported on your own data (mAP)
- Get a working demo in 3-5 days
- Own everything: model, source code and setup guide
Worried it won't work on your data? You see test results before you approve anything.
Not technical? You get a ready-to-run setup with clear instructions.
No labeled data? Annotation (bounding box, polygon) is covered.
Ideal for retail, security cameras, traffic, agriculture and manufacturing.
Built with deep learning and machine learning using Python, OpenCV, YOLOv8, TensorFlow and PyTorch. Also covers image classification and segmentation.
Stop watching. Start detecting. Send a sample image today and put your camera to work!
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FAQ
What do you need from me to start the project?
I need your project requirements, dataset or sample data, object/classes you want to detect, and any specific output or deployment requirements. If you already have annotations, please provide them as well.
Can you train an object detection model on my custom dataset?
Yes. I can preprocess your dataset, configure the detection approach, train the model, evaluate its performance, and provide the agreed inference files and results.
Can you build a custom YOLO object detection model?
Yes. I can develop and train YOLO-based object detection models for suitable image and video detecti
Can you detect multiple objects or classes?
Yes. Multi-class object detection is supported when the dataset contains suitable annotations and enough representative examples for the required classes.
Can you work with images and videos?
Yes. Depending on the selected package and project scope, I can provide image or video inference and sample detection results using Python and OpenCV
Will you provide the source code?
Yes. Source code is included according to the selected package and can include preprocessing, training, evaluation, and inference components relevant to the agreed project scope.
Can you improve the model's performance?
I can evaluate the model and apply suitable optimization or fine-tuning techniques where appropriate. However, performance depends heavily on dataset quality, annotations, class balance, and problem complexity, so a specific accuracy cannot be guaranteed before reviewing the data.
Can you explain the model and provide documentation?
Yes. Depending on the package, I can provide model documentation, setup instructions, inference instructions, and an explanation of the main workflow and deliverables.
