mojtaba-alehosseini / pneumonia_x_ray_transfer_learning

Pneumonia_X_ray transfer learning

Pneumonia X_ray transfer learning

• Pneumonia is an infection that inflames the air sacs in one or both lungs. The air sacs may fill with fluid or pus (purulent material), causing cough with phlegm or pus, fever, chills, and difficulty breathing. A variety of organisms, including bacteria, viruse,s and fungi, can cause pneumonia.

• Pneumonia can range in seriousness from mild to life-threatening. It is most serious for infants and young children, people older than age 65, and people with health problems or weakened immune systems.

• Identification of pneumonia based on deep learning approach

• Implemented convolutional neural network, using different architectures like VGG, ResNet, NASnet.