Chest-X-Ray

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

End result:

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.

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

Name		Name	Last commit message	Last commit date
Latest commit History 28 Commits
assets		assets
dataset		dataset
.DS_Store		.DS_Store
1. Data preparation and augmentation.ipynb		1. Data preparation and augmentation.ipynb
2. Data preprocessing.ipynb		2. Data preprocessing.ipynb
3. Training chest x-ray images.ipynb		3. Training chest x-ray images.ipynb
README.md		README.md