Klasifikasi Citra Penyakit Pneumonia Menggunakan Pre-trained Model ResNet50V2

Pneumonia is a disease that infects the lungs, which is caused by infection from bacteria, viruses, fungi and parasites. Pneumonia is a deadly infectious disease that can cause death in children and the elderly. Currently, with the development of technology, the process of diagnosing pneumonia can be done using x-ray images. However, to find out the results of x-ray images, the role of radiologists is needed, where there is a limited number of radiologists in developing countries and the diagnosis time is quite long and the costs are quite large. This study aims to classify pneumonia with a deep learning approach using the ResNet50v2 pre-trained model. This method can be used to classify pneumonia x-ray images with an accuracy of 94%.