I will build custom computer vision models for image and video analysis
About this Gig
Need a custom computer vision solution to detect, classify, or analyze images and video?
I'm a Big Data & AI Engineer building computer vision models that go beyond generic APIs trained and fine-tuned on your actual data, not a one-size-fits-all pretrained model.
What I offer:
- Image classification and object detection
- Pose estimation for fitness, sports, or safety applications
- Custom model training on your own image/video dataset
- Model fine-tuning and performance optimization
- Cloud deployment and API integration for production use
- Clean, documented source code
Whether you need to classify products, detect objects in real time, track movement, or analyze visual data at scale, I'll build a model trained specifically for your use case not a generic wrapper around a pretrained API.
My background in Data Engineering and Machine Learning means the model isn't just accurate in testing it's built to handle real-world data and scale into production, with proper monitoring so performance doesn't silently degrade over time.
Message me before ordering with your use case, sample images/video, and expected volume I'll recommend the best package or a custom estimate.
APIs:
Microsoft Computer Vision AI
•
Azure Face API
Programming language:
Python
•
Java
Tools:
Jupyter Notebook
•
OpenCV
•
TensorFlow
•
CVAT
•
PyTorch
Frameworks:
Scikit-learn
•
Keras
•
PyTorch
Other Data Science & ML Services I Offer
FAQ
What kind of images or video can you work with?
I can work with photos, video frames, or live video streams, depending on your use case — please share samples so I can assess feasibility and quality.
Do you use pretrained models or train from scratch?
It depends on your data and goal. Often the best approach is fine-tuning a pretrained model on your specific data, which is faster and more cost-effective than training from zero — I'll recommend the right approach.
Can you do pose estimation for fitness or sports applications?
Yes, pose estimation is one of my areas of expertise — useful for movement tracking, form analysis, and similar applications.
How much training data do I need to provide?
It varies by use case, but more labeled examples generally lead to better accuracy. Message me with what you have and I'll advise on whether it's sufficient or how to proceed.
Can you deploy the model so it runs automatically on new images?
Yes, the Premium package includes cloud deployment and API integration so the model can process new images or video without manual intervention.
Not sure which package fits my project?
Message me with your use case, sample images or video, and expected volume — I'll recommend the right package or a custom estimate.
