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$
USD
I will build object detection and image classification models
About this Gig
Looking for a Professional Computer Vision & Deep Learning Expert?
I am a Data Scientist specializing in high-performance AI solutions. From training custom YOLO models to deploying interactive (Streamlit)dashboards, I build end-to-end Computer Vision pipelines tailored to your needs.
My Expertise:
- Object Detection & Tracking: YOLOv5/v8/v10, Faster R-CNN, SSD.
- Image Classification: Custom CNNs (ResNet, EfficientNet, MobileNet).
- Image Segmentation: Pixel-level detection (Mask R-CNN, U-Net).
- OCR & Text Extraction: Data extraction using Tesseract & EasyOCR.
- Face Recognition & Pose Estimation: Human activity & landmark tracking.
- Model Deployment: Turning models into Web Apps via Streamlit/Gradio.
Tech Stack:
- Languages: Python
- Frameworks: OpenCV, TensorFlow, PyTorch, Keras,sklearn.
- Tools: Google Colab, Kaggle, Albumentations, Plotly.
Why Choose Me?
- Optimized Inference: Focus on high accuracy (mAP) and speed.
- Clean Code: Fully documented Python scripts with requirements.txt.
- End-to-End Support: Assistance from data labeling to final deployment.
Note: Please message me before placing an order to discuss your dataset and project requirements!
Programming language:
Python
•
R
•
Colab
•
Java
•
MLflow
Tools:
Jupyter Notebook
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OpenCV
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OpenNN
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TensorFlow
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MLflow
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CVAT
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PyTorch
Frameworks:
Scikit-learn
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SimpleCV
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Keras
•
PyTorch
•
Panda
My Portfolio
Other Data Science & ML Services I Offer
FAQ
Do you provide the source code and documentation?
Yes, I provide the complete, clean, and well-documented Python source code along with a requirements.txt file to ensure you can run the model easily on your local machine or server.
Which Deep Learning frameworks do you use?
I primarily work with PyTorch (for YOLOv8/v10 and custom CNNs), TensorFlow/Keras, and OpenCV. For deployment and interactive dashboards, I use Streamlit or Gradio.
Can you train a model on my custom dataset?
Absolutely! I can help you with data labeling advice and then train a custom model (like YOLO or Mask R-CNN) specifically optimized for your unique dataset to achieve high accuracy and mAP (Mean Average Precision).
Can you integrate the AI model into a Web Application?
Yes, I specialize in end-to-end solutions. I can build a professional web interface using Streamlit where you can upload images/videos and see the model's detections in real-time.
How do you ensure the accuracy of the model?
I use standard industry metrics like Precision, Recall, F1-Score, and Confusion Matrices to evaluate the model. I also perform hyperparameter tuning to ensure the model performs well on unseen data (Generalization).
