An insight into convolutional neural networks
Cloud-based services have opened new doors for automation by leveraging deep learning in business. The recent availability of mass data training sets and growing computational power has allowed many industries to expand operational processes. The application of deep learning subgroups, such as convolutional neural networks (CNN), is becoming widely applicable in addressing business needs through a self-learning model. The result is the rapid growth of emerging cloud-based companies that are focused on providing artificial intelligence (AI) assistance as a service to enterprise-level organizations. CNN adoption has led to improved forecasting prediction accuracy by 30 percent and doubled the rate at which enhanced forecasting models are produced. Users can leverage improvements in image classification to drive time savings and prediction accuracy with CNN solutions.