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Deep Learning

Covid-19 Detection from X-Rays

Using Deep Learning (CNN) to detect Covid-19 from chest X-ray images.

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Covid-19 Detection from X-Rays screenshot

Project Overview

Automating the detection of respiratory infections using medical imaging and neural networks.

Technologies Used

PythonKerasCNNTensorFlow

Methodology

  1. 1Data augmentation of X-ray images.
  2. 2Building a Convolutional Neural Network.
  3. 3Training on balanced datasets.
  4. 4Evaluating performance with Precision/Recall.

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