White Paper
Digital Twin Journey: Computer Vision AI Model Enhancement with Dell Technologies
Dell Technologies’ white paper outlines a practical path for building 3D digital twins using Dell PowerEdge R760xa servers and NVIDIA Omniverse. These twins integrate real-world data, virtual simulations, and feedback loops to enhance computer vision (CV) object detection. Synthetic data generation (SDG) reduces costs and accelerates training, achieving up to 83% validation accuracy. Use cases include warehouse simulations with SimReady assets, domain randomization, and AI model deployment. The approach emphasizes modular, step-by-step integration, interoperability, and flexible GPU resource allocation to optimize workflows, boost performance, and shorten time-to-value for AI-enabled digital twins.