I will medical images classification and segmentation

Pakistan

I speak Urdu, English

1 order completed

i wonder what's for dinner tomorrow

I’m a Data Science and Machine Learning professional specializing in Machine Learning, Deep Learning, Computer Vision, and Medical AI. I work with Python,TensorFlow, Keras, and PyTorch to develop cla...
About this Gig

Medical Image Classification Using Deep Learning


Do you need a reliable AI model for medical image classification? I can develop a custom deep learning solution based on your dataset and requirements.


Services include:


  • Brain MRI tumor classification
  • Tumor vs. non-tumor detection
  • Binary and multi-class classification
  • X-ray, CT, ultrasound and histopathology classification
  • Image preprocessing and augmentation
  • CNN, ResNet and EfficientNet models
  • Transfer learning and model fine-tuning
  • Hyperparameter optimization


I provide detailed model evaluation using accuracy, precision, recall, F1-score, ROC-AUC, confusion matrix and classification reports.

Using Python, TensorFlow and Keras, I focus on clean, reproducible and properly evaluated solutions for research, academic projects and AI prototypes.


Please contact me before placing an order with details about your dataset, number of classes and requirements so I can recommend the most suitable approach.


Expertise:

Image processing

•

Feature learning

•

Classification

Programming language:

Python

•

MATLAB

•

SQL

•

MLflow

•

Amazon SageMaker

APIs:

Microsoft Computer Vision AI

Tools:

Jupyter Notebook

•

OpenCV

•

TensorFlow

•

Excel

•

MLflow

•

SimpleCV

Frameworks:

Scikit-learn

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SimpleCV

•

Keras

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PyTorch

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Panda

•

TensorFlow

My Portfolio