This project was made as a final project in the course Introduction to Programming with Scientific Applications, with only three months of coding experience. Along this project we made a very simple ...

Loading and preprocessing the MNIST dataset A fully connected neural network with ReLU hidden layers and a softmax output layer Backpropagation and mini-batch gradient descent training Evaluation on ...

Dr. James McCaffrey of Microsoft Research details the "Hello World" of image classification: a convolutional neural network (CNN) applied to the MNIST digits dataset. The "Hello World" of image ...