MATLAB for Machine Learning - Second Edition

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Deep Learning and Convolutional Neural Networks

Deep learning (DL) is a machine learning (ML) technology based on multilayer artificial neural networks (ANNs) that has allowed many applications to reach a high degree of accuracy. Deep NNs (DNNs) are capable of modeling and have the ability to capture intricate connections between input and output information. Among the highly effective uses, computer vision (CV) stands out, encompassing activities such as categorization, image regression, and the identification of objects. As an illustration, an advanced NN can produce a stratified portrayal of entities, wherein each entity is recognized by a collection of features taking the shape of visual basics, such as specific contours, directed lines, ...