Pneumonia Classification Based on Chest X-ray Images
This course project has two stages. In the first stage, pneumonia in Chest X-ray iamges is detected. In the second stage, type of pneumonia in the images detected in the fisrt stage is classified using the lung-segmented version of the images.
Stage1.ipynb implements the first stage.
Segmentation.ipynb implements lung segmentation and saves the lung-segmented images.
Stage2_shuffled_seg.ipynb implements the second stage using the shuffled lung-segmented images.
Overall_results.ipynb test the overall performance on the test set.