Hardware-Accelerated Video Preprocessing for Deep Learning
, Senior Software Development Engineer, NVIDIA
During this training lab, you'll learn how to move video processing workflows to the GPU to benefit from hardware acceleration with the NVIDIA Video Codec SDK and NVIDIA DALI. We'll use JAX and PyTorch, but you'll be able to apply the techniques presented in a broad set of frameworks and technologies. You'll go through various examples of workflows and practice the presented concepts on videos with various codecs and containers. After the lab, you'll have the knowledge and the ability to get state-of-the-art performance in your video preprocessing workflows for your deep learning applications.
Prerequisite(s):
Basic familiarity with Deep Learning tools.
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