Edinburgh, Scotland, UK
October 21 & October 25 | Co-Located Events, Tutorials, & Workshops
October 22-24 | Conference
Find out more information for Open Source Summit + Embedded Linux Conference & OpenIoT Summit Europe 2018

Please note that you can view and download presentations on the Open Source Summit and Embedded Linux Conference + OpenIoT Summit slides pages. 
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Tuesday, October 23 • 12:20 - 13:00
Deep Learning in OpenCV - Wu Zhiwen, Intel

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Deep Learning is the most popular and the fastest growing area in Computer Vision nowadays. OpenCV is the famous Computer Vision library. Since OpenCV 3.1 there is a deep learning module (called OpenCV DNN) introduced in the library that implements forward pass (inferencing) with deep networks, which are pre-trained using some popular deep learning frameworks, such as Caffe. tensorflow and torch. Now it support most popular networks.

This presentation will introduce OpenCV deep learning architecture, It will introduce how to setup and run a deep learning network with OpenCV DNN. It will also talk about important techniques for deep network acceleration, including convolution performance auto-tuning, layer fusion and FP16 (half-float) support. We are key contributors for this work. All these optimization are important to help user achieve best performance.


Zhiwen Wu

Software Engineer, Intel
Zhiwen works at Open Source Technology Center at Intel Software group. He has been working on various Linux project for over ten years, including Moblin, Meego and OpenCV. He has rich experience on Open Source project development, especially the Linux media project. He is also a contributor... Read More →

Tuesday October 23, 2018 12:20 - 13:00 BST
Lennox 1, Level -2