Chest X-Ray Classification Dataset

This primary dataset contains 1186 validated raw Chest X-Ray images. All the imageswere classified into 3 classes, which are:NormalPneumoniaAbnormalThe dimension of these RGB images was 1024\u00d71024. To address the class imbalance, we implemented a conditional StyleGAN2-ADA from NVLabs to augment our dataset. After augmentation the dataset contains a total of 6000 images.Disease-free chest x-rays are included in Normal class. All other images with any health issues were grouped into the other two classes. The images in which Pneumonia was prevalent werecategorized in Pneumonia class. Whereas, images with any other serious pulmonary disease are included in Abnormal class.