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Lung Disease Predictor Using Chest X-Ray

Classifying Chest X-Ray Samples.

(Dataset Used :- https://www.kaggle.com/tawsifurrahman/covid19-radiography-database)

Roadmap

  • Currently Solving the problem of class imbalance.

  • Trying to come up with a model that could perform well on a singleton input.

Optimizations

  • Tried Learning Rate decay, but it didn't help.
  • Tried to tune Learning rate with Adam Optimizer, but still no effective performance gain.
  • Trying try some other architecture, such as AutoEncoder.

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Classifying the images of chest X-Ray Scans using CNN.

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