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I will do computer vision deep learning image processing yolo ocr opencv python
Automation Developer, CV, AI and ML Engineer
Looking for computer vision or machine learning solutions to elevate your business? With 4+ years of AI, deep learning, and image processing expertise, I bring your ideas to life! 🚀
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Expert Computer Vision & Machine Learning Engineer
AI/ML engineer specializing in production-ready computer vision solutions. I build custom models and applications that solve real-world problems.
What I Deliver:
Computer Vision:
- Object detection (YOLO, Faster R-CNN, SSD)
- Object tracking (DeepSORT, SORT, Kalman Filter)
- Image segmentation (Mask R-CNN, U-Net, DeepLab)
- Image classification (ResNet, VGG, EfficientNet)
- Face recognition & emotion detection
- Pose estimation & activity recognition
Deep Learning:
- Custom CNN model training
- Transfer learning & fine-tuning
- Model optimization for edge devices
- Real-time video analysis
- Multi-object detection & tracking
Image Processing:
- Advanced preprocessing pipelines
- Feature extraction & matching
- Image enhancement & restoration
- Template matching & OCR integration
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Tech Stack: Python, TensorFlow, PyTorch, Keras, OpenCV, YOLO, scikit-learn, NumPy, Pandas
Deliverables: Trained models, documented code, deployment scripts, API integration, comprehensive documentation
Applications: Surveillance, autonomous systems, retail analytics, medical imaging, quality control, sports analysis
Let's build your vision!
Otros servicios de Ciencia de datos y aprendizaje automático que ofrezco
FAQ
What computer vision tasks can you handle?
Object detection, tracking, segmentation, classification, face recognition, pose estimation, OCR, image enhancement, feature extraction, and custom CV applications.
Which deep learning frameworks do you use?
TensorFlow, PyTorch, Keras, and OpenCV. I can work with your preferred framework or recommend the best one for your use case.
Can you train models on my custom dataset?
Yes! I can train, fine-tune, or transfer learn on your dataset. If you don't have annotations, I can help with that too (additional cost).
Can you work with real-time video?
Yes! I optimize models for real-time processing (15-30 FPS depending on hardware). I can deploy on edge devices like Raspberry Pi or Jetson Nano.
Do you provide deployment support?
Premium package includes deployment setup. I can deploy on AWS, Azure, GCP, or edge devices. Basic/Standard packages can add deployment as an extra.
What if I don't have a dataset?
I can help with: Web scraping/collecting data Data annotation (bounding boxes, labels) Using pre-trained models Data augmentation techniques
Can you explain how the model works?
Yes! I provide detailed documentation explaining: Model architecture Training process How to use the code How to retrain with new data
