Can I read Advanced Applied Deep Learning : Convolutional Neural Networks and Object Detection on EtoBox?

Advanced Applied Deep Learning : Convolutional Neural Networks and Object Detection by Umberto Michelucci is a nonfiction available to read on EtoBox.

What is Advanced Applied Deep Learning : Convolutional Neural Networks and Object Detection about?

Develop and optimize deep learning models with advanced architectures. This book teaches you the intricate details and subtleties of the algorithms that are at the core of convolutional neural networks. InAdvanced Applied Deep Learning, you will study advanced topics on CNN and object detection using Keras and TensorFlow. Along the way, you will look at the fundamental operations in CNN, such as convolution and pooling, and then look at more advanced architectures such as inception networks, resnets, and many more. While the book discusses theoretical topics, you will discover how to work efficiently with Keras with many tricks and tips, including how to customize logging in Keras with custom callback classes, what is eager execution, and how to use it in your models. Finally, you will study how object detection works, and build a complete implementation of the YOLO (you only look once) algorithm in Keras and TensorFlow. By the end of the book you will have implemented various models in Keras and learned many advanced tricks that will bring your skills to the next level. What You Will Learn• See how convolutional neural networks and object detection work• Save weights and models on

Who reads Advanced Applied Deep Learning : Convolutional Neural Networks and Object Detection?

Author

Umberto Michelucci

Publisher

Apress : Imprint: Apress

Published

2019

Language

EN

ISBN

9781484249758

Category

nonfiction

Subjects

Computer Science, Science, Language Learning