Remove video-optimization
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All of Netflix’s HDR video streaming is now dynamically optimized

The Netflix TechBlog

by Aditya Mavlankar , Zhi Li , Lukáš Krasula and Christos Bampis High dynamic range ( HDR ) video brings a wider range of luminance and a wider gamut of colors, paving the way for a stunning viewing experience. As noted in an earlier blog post , we began developing an HDR variant of VMAF; let’s call it HDR-VMAF.

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Optimizing Video For Size And Quality

Smashing Magazine

Optimizing Video For Size And Quality. Optimizing Video For Size And Quality. Over the last few years, more and more projects are using video as an integral part of the application. However, it all goes sideways when there are issues related to the video playback. Doug Sillars. 2021-02-15T15:00:00+00:00.

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For your eyes only: improving Netflix video quality with neural networks

The Netflix TechBlog

Bampis , Li-Heng Chen and Zhi Li When you are binge-watching the latest season of Stranger Things or Ozark, we strive to deliver the best possible video quality to your eyes. To do so, we continuously push the boundaries of streaming video quality and leverage the best video technologies.

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New Series: Creating Media with Machine Learning

The Netflix TechBlog

This blog series will take you behind the scenes, showing you how we use the power of machine learning to create stunning media at a global scale. Each title is promoted with a custom set of artworks and video assets in support of helping each title find their audience of fans.

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Optimized shot-based encodes for 4K: Now streaming!

The Netflix TechBlog

Since then, we’ve developed algorithms such as per-title encode optimizations and per-shot dynamic optimization , but these innovations were not back-ported on these premium bitstreams. shot-optimized encoding and 4K VMAF model ?—?and It serves as an extreme example of content adaptive ladder optimization?—?it

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AWS re:Invent 2023 guide: Generative AI takes a front seat

Dynatrace

In general, generative AI can empower AWS users to further accelerate and optimize their cloud journeys. Achieving business resilience with modern observability, AI, and automation – blog Organizations need a technology foundation that promotes business resilience, agility, and flexibility. What is causal AI? What is predictive AI?

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Improving our video encodes for legacy devices

The Netflix TechBlog

by Mariana Afonso , Anush Moorthy , Liwei Guo , Lishan Zhu , Anne Aaron Netflix has been one of the pioneers of streaming video-on-demand content?—?we we announced our intention to stream video over 13 years ago, in January 2007?—?and 264/AVC Main profile streams by employing per-title optimizations.