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At Streaming Media NYC 2024, Tim Siglin interviewed me (Jan Ozer) about how the Streaming Learning Center has expanded into a platform offering courses on streaming-related topics to help technical people in the industry become familiar with terms, technologies, best practices, and tools. He also talks about machine learning, the shift towards Neural Programming Units (NPUs), and the legal and …

This article provides an overview of JPEG AI, which delivers superior compression efficiency and improved performance for AI tasks like object detection. JPEG AI is an initiative by the Joint Photographic Experts Group (JPEG) aimed at developing a learning-based image coding standard that uses machine learning techniques to achieve superior compression efficiency, offering a compact representation optimized for both human …

I’m thrilled to introduce my newest course on LCEVC video enhancement! It’s designed to introduce newbies to LCEVC, explain why it’s important, identify the tools available for enhancing and decoding, and teach you how to get the most out of encoding videos with LCEVC enhancement. Here’s what you’ll learn: Lesson 1: LCEVC Fundamentals – Learn the basics and importance of …

This post describes Google’s transition from SEO to AI Overviews for content marketers and offers nine tips for smoothing your transition.  By way of background, the Streaming Learning Center is content-driven, and we’ve always tried to adhere to SEO best practices. Now that we are writing for other websites, our focus on SEO has become even more critical. As you’ve …

Zond 265 is a very useful file analysis tool, but like all such tools, it’s a bit pricey. Now, there’s a free version that might meet your needs. I’ve been a longtime user of Zond 265, the powerful tool from Solveig Multimedia for in-depth analysis of HEVC, H.264, AV1, AVC, and MPEG-2 video bitstreams. While Zond 265 has been invaluable …

Multiview High Efficiency Video Coding (MV-HEVC) is an advanced video compression standard that extends the capabilities of High Efficiency Video Coding (HEVC), also known as H.265. MV-HEVC is designed to efficiently encode multiple views or perspectives of a scene within a single video stream, making it particularly useful for 3D video content. This technology allows for stereoscopic effects, giving the …

This post focuses on AI in preprocessing and encoding products. I’ll examine two aspects: how to consider AI in encoding performance and how to consider AI in the user interface and operation. I’ll conclude by discussing where I see AI going in codec development over the next few years. For perspective, I recently spoke with more than twenty companies for …

I recently presented at Dan Rayburn’s Streaming Summit at NAB 2024. The topic was Beyond the Hype: A Critical Look at AI in Video Streaming. Here’s the description: Artificial intelligence has become a buzzword in all technologies, including streaming video, with the promise of revolutionizing how we create, compress, and watch videos. However, it’s crucial to separate the hype from reality. In this session, Jan Ozer from …

I just posted a new lesson to the Streaming Media 101 course on AI in encoding, production, and customer experiences. The lesson is free to all current students; here’s the description. Lesson Description In this lesson, you will learn about the dynamic role of artificial intelligence in transforming media encoding, production processes, and customer experiences. The lesson offers an overview …