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I will train a custom yolo object detection model
Computer Vision and Machine Learning Engineer
Computer Science graduate specializing in Machine Learning and Computer Vision. Experienced in YOLO-based object detection, image processing, object tracking, deep learning, and data annotation.
As a...
About this Gig
I will help you train and fine-tune custom YOLO object detection models for your computer vision projects.
My services include:
- Custom YOLO model training and fine-tuning
- Object detection and image classification
- Dataset preprocessing and augmentation
- Image processing using Python and OpenCV
- Model evaluation and performance optimization
- Analysis of false positives and false negatives
- Trained model weights and inference code
Technologies: Python, YOLO, OpenCV, PyTorch and TensorFlow.
What you will receive:
- A trained custom object detection model
- Model weights and evaluation results
- Source code and documentation (depending on package)
I have practical experience working with image and video datasets and real-world computer vision challenges.
Please contact me before ordering to discuss your dataset, number of classes, requirements and expected deliverables.
Note: Dataset annotation, cloud deployment and API integration are not included unless agreed upon separately. Model accuracy depends on dataset quality and complexity.
Programming language:
Python
•
Colab
Tools:
Jupyter Notebook
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OpenCV
•
TensorFlow
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CVAT
•
Colab
•
PyTorch
Frameworks:
Scikit-learn
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Keras
•
PyTorch
•
Panda
FAQ
What do I need to provide to get started?
Please provide your dataset, preferably in YOLO annotation format, along with the number of classes, project requirements and desired output. Contact me if you need help preparing your dataset.
Which YOLO models do you work with?
I work with YOLO-based object detection workflows. Please contact me with your preferred model version and requirements before ordering.
Can you train a model using my custom dataset?
Yes. I can train and fine-tune object detection models using custom annotated datasets for your specific detection requirements.
Do you provide the trained model and source code?
Yes. Trained model weights are included according to the selected package. Source code and documentation are included in Standard and Premium packages.
Can you guarantee a specific model accuracy?
No fixed accuracy can be guaranteed. Performance depends on dataset quality, annotation consistency, class distribution and the complexity of the detection task.
