I will develop a custom computer vision model using pytorch
Machine Learning Engineer
Over deze dienst
- I will develop and evaluate a custom computer vision solution using Python, PyTorch, TensorFlow, or OpenCV. I can support image classification, object detection, image processing, feature extraction, pose estimation, and anomaly detection projects.
- Depending on your package, the service may include dataset review, preprocessing, transfer learning, model training, fine-tuning, performance evaluation, visualizations, source code, and clear documentation.
- You will receive reproducible and well-organized work with appropriate metrics such as accuracy, precision, recall, F1-score, confusion matrix, and training curves. I can work with your labeled dataset or suitable public datasets.
- Please contact me before ordering so I can review your dataset, task, expected output, timeline, and computing requirements. Large datasets, custom annotation, cloud deployment, API development, and real-time applications may require a custom offer.
Programmeertaal:
Python
•
MATLAB
•
SQL
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Colab
Tools:
Jupyter-notitieboek
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opencv
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tensorflow
•
Colab
•
PyTorch
Frameworks:
Scikit-learn
•
keras
•
PyTorch
•
Panda
Veelgestelde vragen
What do you need before starting?
I need the project objective, dataset or sample files, class labels, expected output, preferred framework, and any performance or delivery requirements.
Can you work with my own dataset?
Yes. The dataset should be legally obtained, clearly organized, and preferably labeled. I will review its size and quality before confirming the scope.
Do you guarantee a specific accuracy?
No fixed accuracy can be guaranteed because results depend on the dataset size, quality, class balance, and task difficulty. I will use suitable methods and report the results honestly.
Will I receive the source code?
Yes, source code is included when selected in the package. It will be organized and accompanied by instructions or documentation according to the chosen package.
Do you provide deployment or API integration?
Deployment and API integration are not included in the listed packages. They can be discussed as a separate custom service after reviewing the requirements.
