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Enhancing Video Quality with AI: Developing an Upscaling Solution Using Amazon SageMaker
Manage episode 459679036 series 3602386
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Video content has become a dominant form of media, with the demand for higher resolutions increasing daily. Whether for streaming platforms, video editing, or personal use, the ability to upscale video efficiently and effectively is crucial. In this podcast, we’ll explore how to develop a video upscaling AI using Amazon SageMaker, leveraging advanced models like ESRGAN (Enhanced Super-Resolution Generative Adversarial Networks). We’ll cover the solution architecture, implementation in Amazon SageMaker, the initial experiments with TensorFlow, and our journey to implementing ESRGAN.
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