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I will do image segmentation, semantic and instance segmentation in python
AI ML Engineer Computer Vision and Deep Learning Expert
AI/ML Engineer with MSCS from FAST-NUCES. 3+ years building real-world Machine Learning, Computer Vision, and Deep Learning solutions.
What I can build for YOU:
- Custom ML models for prediction and ...
About this Gig
Looking for pixel-perfect Image Segmentation? I will segment your images with precision!
I specialize in Image Segmentation using deep learning. Whether you need semantic segmentation, instance segmentation, or custom solutions, I deliver accurate, production-ready results.
SERVICES I OFFER:
- Semantic Segmentation (pixel-wise classification)
- Instance Segmentation (individual object detection)
- Medical Image Segmentation (tumors, organs, cells)
- Background Removal and Replacement
- Custom Segmentation Model Training
- Satellite and Aerial Image Segmentation
- Video Frame Segmentation
MODELS AND FRAMEWORKS:
- U-Net, Mask R-CNN, DeepLab
- YOLO v8 Segmentation, SAM
- PyTorch, TensorFlow, Keras
- OpenCV, Albumentations
WHY CHOOSE ME?
- Deep expertise in segmentation architectures
- Experience with medical and industrial applications
- Custom training on your dataset
- High accuracy with optimized performance
MESSAGE ME for a custom quote!
APIs:
Other
Programming language:
Python
•
Colab
Tools:
Jupyter Notebook
•
TensorFlow
•
PyTorch
Frameworks:
Scikit-learn
•
Keras
•
PyTorch
My Portfolio
Other Data Science & ML Services I Offer
FAQ
What is the difference between semantic and instance segmentation?
Semantic segmentation classifies all pixels into categories. Instance segmentation identifies individual objects separately like car 1, car 2.
Can you segment medical images?
Yes! I have experience with tumor detection, organ segmentation, and cell analysis in medical imaging.
Do you need annotated data for training?
For custom models, labeled data improves accuracy. I can guide you on annotation tools or help with labeling.
What accuracy can you achieve?
Typically 85-95 percent IoU scores with quality training data. Accuracy depends on data quality and complexity.
Can you process videos?
Yes! I apply segmentation to video frames for applications like video editing or real-time analysis.
