Application of Convolutional Neural Network in Pneumonia Chest Image Classification - Master Thesis

In this application, multiple Convolutional Neural Network models with different complexities are built for finding the most moderate fitting. The bias-variance tradeoff and the ways of tuning the model parameters were introduced to guide the readers who have little knowledge in building neural network models for the image classification problem.