Into the Omniverse: Three Workflows for Improving Vision AI Agent Accuracy With Synthetic Data and Fine-Tuning

NVIDIA · 2 weeks ago

NVIDIA is providing reusable workflows and blueprints for building vision AI agents that analyze video data at the edge using synthetic data generation and model fine-tuning. A benchmark with Corning showed that a model trained on eight real defect images plus synthetically generated defects achieved 95% average precision, compressing a multi-quarter project into days. Organizations can now deploy vision AI agents faster by using pre-built skills for defect generation, video augmentation, and model fine-tuning instead of rebuilding workflows from scratch.