Deep Learning

Classify pneumonia by processing the image of chest X-ray using diverse deep learning algorithms. The Normal X-ray depicts clear lungs without any areas of abnormal opacification in the image. Bacterial pneumonia typically exhibits a focal lobar consolidation whereas viral pneumonia manifests with a more diffuse interstitial pattern in both lungs. If there is pneumonia it will be classified into viral or bacterial. Convoluted neural networks are used to classify where each neuron is tightly connected to other neurons.