Overcoming Pre- and Post-Processing Bottlenecks in AI-Based Imaging and Computer Vision Pipelines with CV-CUDA
, CV-CUDA Senior Engineer, NVIDIA
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CV-CUDA is an open source library that enables developers to build highly efficient, GPU-accelerated pre- and post-processing pipelines in cloud-scale Artificial Intelligence (AI) imaging and computer vision (CV) workloads in mapping, generative AI, three-dimensional worlds, image understanding, recommender systems, video conferencing, and video content enhancement. Tune into this session to see how to access and deploy this specialized set of CV and image processing kernels that accelerate the entire cloud-based pipeline through a video segmentation example for background blurring.