I will train a custom yolov8 model for object detection on your dataset
About this Gig
About This Gig
Need a high-accuracy Object Detection model for your business or research?
I specialize in training state of the art YOLO (You Only Look Once) models for real-world applications.
I don't just run a script, I optimize models for the best balance of speed and accuracy, ensuring they work on your specific datawhether it's for security, agriculture, or industrial inspection.
My Services:
- Custom Model Training: I train YOLOv8, YOLOv11, or YOLOv5 on your custom dataset.
- Data Optimization: I handle data augmentation, class balancing, and splitting to prevent overfitting.
- Validation: You receive full metrics (mAP curves, Confusion Matrix, F1-Score) to prove the model works.
- Deployment Ready: (Premium) I provide the Python inference code to run your model on images, videos, or live webcams.
Why Choose Me?
- Scientific Approach: I have experience in research-level computer vision (agricultural analysis & defect detection).
- Full Transparency: You get the weights (.pt), the training charts, and clear instructions.
- Support: I explain how to load and use your model after delivery.
Please contact me before ordering so I can check if your dataset is ready for AI training!
APIs:
Google Cloud Vision API
Programming language:
Python
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R
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SQL
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Colab
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NoSQL
Tools:
Jupyter Notebook
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OpenCV
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TensorFlow
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Excel
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MLflow
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Colab
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PyTorch
Frameworks:
Scikit-learn
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SimpleCV
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Keras
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PyTorch
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Panda
My Portfolio
FAQ
Do I need to provide the dataset?
A: Yes. For the Basic package, I expect a dataset that is already labeled (YOLO/XML format). If you have raw images and need me to label them, please contact me for a Custom Offer.
What deliverables will I receive?
A: You will receive the trained model weights (best.pt), performance charts (Confusion Matrix, F1-Curve), and a PDF guide on how to use the model. Premium orders also get the Python source code.
Will this model run on my laptop (CPU)?
A: Yes. YOLO models can run on CPUs for testing. However, for real-time video processing (30+ FPS), I recommend using a GPU (NVIDIA).

