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1st Edition - May 22, 2020
Authors: Frank Brill, Victor Erukhimov, Radhakrishna Giduthuri, Steve Ramm
OpenVX is the computer vision API adopted by many high-performance processor vendors. It is quickly becoming the preferred way to write fast and power-efficient code on embedded… Read more
Immediately download your ebook while waiting for your print delivery. No promo code is needed.
OpenVX is the computer vision API adopted by many high-performance processor vendors. It is quickly becoming the preferred way to write fast and power-efficient code on embedded systems. OpenVX Programming Guidebook presents definitive information on OpenVX 1.2 and 1.3, the Neural Network, and other extensions as well as the OpenVX Safety Critical standard.
This book gives a high-level overview of the OpenVX standard, its design principles, and overall structure. It covers computer vision functions and the graph API, providing examples of usage for the majority of the functions. It is intended both for the first-time user of OpenVX and as a reference for experienced OpenVX developers.
1. Introduction
2. Build your first OpenVX program
3. Using the Graph API to write efficient portable code
4. Building an OpenVX graph
5. Deploying an OpenVX graph to a target platform
6. Basic image transformations
7. Background subtraction and object detection
8. Computational photography
9. Efficient data input/output
10. Tracking
11. Use OpenVX for deep neural networks
12. OpenVX safety critical applications
13. Using OpenVX with other vision frameworks
14. Making the most of your OpenVX code
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