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Pneumonia is a widely spread disease between the Childers and every age of persons and even can cause death if it's not diagnosed early. The main reason behind this research to make doctors' work easier. Because doctors have to do a lot of tests for the diagnosis of pneumonia. By using the proposed model the pneumonia is detected by just using x-ray images. For this study, two deep learning models Alexnet and Xception are used and compared with the paper which has the same methodology and concludes the final accuracy and loss rate