January 2018
Intermediate to advanced
310 pages
7h 48m
English
Content preview from Deep Learning for Computer Vision
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The Keras library
Keras is an open source library for deep learning written in Python. It provides an easy interface to use TensorFlow as a backend. Keras can also be used with Theano, deep learning 4j, or CNTK as its backend. Keras is designed for easy and fast experimentation by focusing on friendliness, modularity, and extensibility. It is a self-contained framework and runs seamlessly between CPU and GPU. Keras can be installed separately or used within TensorFlow itself using the tf.keras API. In this book, we will use the tf.keras API. We have seen the steps to install the required libraries for the development environment. Having CUDA, CUDNN, OpenCV, TensorFlow, and Keras installed and running smoothly is vital for the following chapters. ...
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