Deep Learning Design Patterns

af Andrew Ferlitsch

Discover best practices, reproducible architectures, and design patterns to help guide deep learning models from the lab into production. In Deep Learning Patterns and Practices you will learn:     Internal functioning of modern convolutional neural networks     Procedural reuse design pattern for CNN architectures     Models for mobile and IoT devices     Assembling large-scale model deployments     Optimizing hyperparameter tuning     Migrating a model to a production environment The bi... (Læs mere)