NVIDIA Corporation
VIRTUALIZED COMPUTING PLATFORM FOR INFERENCING, ADVANCED PROCESSING, AND MACHINE LEARNING APPLICATIONS

Abstract:

In various examples, a virtualized computing platform for advanced computing operations--including image reconstruction, segmentation, processing, analysis, visualization, and deep learning--may be provided. The platform may allow for inference pipeline customization by selecting, organizing, and adapting constructs of task containers for local, on-premises implementation. Within the task containers, machine learning models generated off-premises may be leveraged and updated for location specific implementation to perform image processing operations. As a result, and using the virtualized computing platform, facilities such as hospitals and clinics may more seamlessly train, deploy, and integrate machine learning models within a production environment for providing informative and actionable medical information to practitioners.