Explore NVIDIA's groundbreaking work on advancing video comprehension in generative AI through this insightful conference talk from Ray Summit 2024. Delve into the critical process of meticulous data curation, filtering, annotation, and high-quality data selection from extensive video collections for downstream fine-tuning tasks. Learn about the development of a multimodal video foundation model and discover key components of an end-to-end video curation service orchestrated by Ray Data and running on NVIDIA DGX Cloud. Gain valuable insights from NVIDIA's team on leveraging and enhancing state-of-the-art AI models for large-scale inference and creating high-quality video datasets. Acquire practical knowledge for implementing video AI in fields such as robotics, digital twins, and autonomous vehicles.
Overview
Syllabus
How NVIDIA is Advancing Video Curation with Generative AI | Ray Summit 2024
Taught by
Anyscale