The repository PneumoniaXrayDiagnosis is designed as a comprehensive solution for diagnosing pneumonia from chest X-ray images using advanced deep learning techniques. This project leverages state-of-the-art convolutional neural networks (CNNs) such as VGG, ResNet, and DenseNet to analyze X-ray images for signs of pneumonia.