An accurate model on a annotated dataset | AI Solutions Architect
Object detection and classification using Python - Zinn Digital ™
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Value Position
Model Architectures
Deployment Ready
Upgrade Tiers
Project Scope
Full Description
I will train object detection models and build custom algorithms for detecting, tracking, and counting objects in images, videos, or live streams. I can collect data, create suitable datasets, and handle image/video preprocessing and annotation using OpenCV.
I also train classification models to identify object classes in visual media and align them with your software needs, including UI and deployment.
I can help you with:
Image annotation
Object detection & classification model training
Object counting & direction tracking
Image preprocessing
High-speed, high-accuracy results
Full ML apps with frontend & backend
Project types:
Model training & deployment
Image segmentation
Desktop apps for deployed models
Model architectures:
YOLO (v3v8), SSD MobileNet, EfficientDet, Detectron2
Tools:
OpenCV, TensorFlow, PyTorch, Keras, Scikit-learn, Flask, FastAPI, ByteTrack, DeepSORT
Languages:
Python, SQL, HTML, CSS, NodeJS
Please contact me before placing an order. Thanks!
This Zinn Will Include (Model Training )
An accurate model on a annotated dataset
Delivery: 3 days
Revisions: None
Includes:
• Research
• Model creation
• Model validation/testing
• Include source code
Upgrade Options
Choose an upgrade addon to get more features:
| Feature | Basic | Boost Upgrade | Premium Upgrade |
|---|---|---|---|
| Delivery | 3 days | 14 days | 30 days |
| Revisions | None | None | None |
| Research | ✓ | ✓ | ✓ |
| Model creation | ✓ | ✓ | ✓ |
| Model validation/testing | ✓ | ✓ | ✓ |
| Include source code | ✓ | ✓ | ✓ |
| Data preprocessing | ✗ | ✓ | ✓ |
| Performance monitoring | ✗ | ✓ | ✓ |
| Fine tuning | ✗ | ✓ | ✓ |
| Model documentation | ✗ | ✓ | ✓ |
| Cloud deployment | ✗ | ✗ | ✓ |
| API integration | ✗ | ✗ | ✓ |
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Customer Reviews
See what our customers say about this Zinn
awesome time, I learned much more and now feel much more confident about working with code editor, still got much to learn and will be looking forward to more time with Nayel Hashmi and he is very helpful and has really good patience with me :O)
I was thoroughly impressed .. they demonstrated exceptional professionalism again and expertise. The advice provided was both insightful and tailored to my specific needs .. I would highly recommend :O)
Working with Nayel was an absolute pleasure. I will definitely be a return customer!
Nayel was spectacular
Ottimo Lavoro !!!
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