Fashion-MNIST Image Classification using Convolutional Neural Networks - Novel Machine Learning and Deep Learning Approaches for Fashion-MNIST Image Classification  (English, Paperback, Greeshma K V)

Image classification is a subdomain of computer vision and can be solved by different machine learning and deep learning algorithms. Image Classification is the task of assigning an input image one label from a fixed set of categories. In computer vision, Convolutional Neural Networks (CNN or ConvNet) are the default and most popular deep learning model used for image classification. This book investigates the impact of various Hyper-Parameter Optimization (HPO) methods and regularization techniques with deep neural networks on Fashion-MNIST (F-MNIST) dataset which is proposed by Zalando Research.