Deep Learning for Computer Vision

The TensorFlow library

The tensorflow is an open source library for the development and deployment of deep learning models. TensorFlow uses computational graphs for data flow and numerical computations. In other words, data, or tensor, flows through the graph, thus the name tensorflow. The graph has nodes that enable any numerical computation and, hence, are suitable for deep learning operations. It provides a single API for all kinds of platforms and hardware. TensorFlow handles all the complexity of scaling and optimization at the backend. It was originally developed for research at Google. It is the most famous deep learning library, with a large community and comes with tools for visualization and deployment in production.