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All Projects → soheil-mpg → Cancer-recognition-chest-X-Ray

soheil-mpg / Cancer-recognition-chest-X-Ray

Licence: other
Classifying and localizing x-ray images into 5 category of "Normal", "Infiltration", "Atelectasis", "Effusion", and "Pneumothorax"

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Jupyter Notebook
11667 projects

Labels

localizationchestclassificationchest-xray-imagesinfiltrationatelectasiseffusionpneumothorax

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Chest-X-Ray

Here we ensemble 3 diffrent models (MobileNet, Inception, Xception) and then classified and localized x-ray images into 5 category, including:

  • Normal
  • Infiltration
  • Atelectasis
  • Effusion
  • Pneumothorax

End result:

Evalutation

each class has been evaluated seperatly and the exact information can be found in notebook. Now let's take a look at the evaluation of Pneumothorax.

Usage

Run "prediction_and_localization.py" and enter the location of your xray image for getting the predictions.

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