Neural Nets Give Low-End Phone Pics DSLR Look

By John P. Mello Jr.

Researchers have found a way to use neural networks to create DSLR-quality photos from snapshots taken with low-end smartphones. A team of scientists at the ETH Zurich Computer Vision Lab recently published a paper describing a deep learning approach that uses neural networks to translate photos taken by cameras with limited capabilities into DSLR-quality photos automatically. “We tackle this problem by introducing a weakly supervised photo enhancer — a novel image-to-image GAN-based architecture,” they wrote.

From: Linux Insider

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LFS465 Software Defined Networking with OpenDaylight

By lfadmin

This two day course is a condensed and intensive version of our soon to be offered full four-day class.

SDN (Software Defined Networking) abstracts networking infrastructure away from the actual physical equipment. This allows network system administrators to maintain the networking environment across mulitple vendors and hardware, and operating systems and versions.

OpenDaylight is an open networking platform that enables SDN and constructs a solid foundation for NFV (Network Functions Virtualization) for all network sizes.

From: Linux.com

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LFS452 Essentials of OpenStack Administration

By lfadmin

OpenStack is growing at an unprecedented rate, and there is incredible demand for individuals who have experience managing this cloud platform. You’ll become adept at managing and using private and public clouds with OpenStack, and you’ll develop hands-on experience with essential commands, automation, and troubleshooting, under the expert guidance of our instructors who impart state-of-the-market OpenStack experience. And all course materials are vendor neutral, so you’ll be able to apply these skills regardless of how your OpenStack installation has been constructed.

From: Linux.com

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LFS426 Linux Performance Tuning

By lfadmin

This course teaches you to optimize your system’s performance by acquiring useful performance metrics from the hardware, tracing applications and the Linux kernel, and tuning various aspects of the system, including both hardware and kernel settings.and optimizations.

From: Linux.com

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LFS311 Advanced Linux System Administration and Networking

By lfadmin

The need for sysadmins with advanced administration and networking skills has never been greater, and competition for people with experience is fierce. Whether you’re looking for expert test prep for the Linux Foundation Certified Engineer certification, need training to help transition to Linux from other platforms, or you’re just brushing up on these vital admin and networking skills, this course will teach you what you need to know.

From: Linux.com

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LFS301 Linux System Administration

By lfadmin

This course helps you master the tools used by system administrators in enterprise Linux environments, including maintaining software and hardware, updating, configuring, troubleshooting and securing systems, using a variety of Linux enterprise distributions.

From: Linux.com

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