Visual Studio Magazine

Convolutional Neural Networks for MNIST Data Using PyTorch

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 ...
Nature

Skin lesion classification of dermoscopic images using machine learning and convolutional neural network

A skin lesion is a growth or appearance of the skin that is abnormal concerning the surrounding skin. Primary and secondary skin lesions are the two types of skin lesions. Primary skin lesions are ...
Nature

An on-chip photonic deep neural network for image classification

Inspired by the distributed data processing in the human brain, deep neural networks are designed to process the input data using interconnected layers of neurons (nodes), which can be trained using a ...