Abstract: A system for recommending and optimizing artificial intelligence (AI) workload placement in a multi-vendor cloud environment is disclosed. The system utilizes a server with at least one processor to access input datasets stored in a datacentre associated with an AI workload and determine suitable processing units from various manufacturers based on predefined criteria. It calculates the required number of processing units and accesses a multi-vendor performance database. A deep learning model predicts infrastructure requirements for the AI workload, enabling the generation of recommendations for optimal processing unit configuration. The system automatically allocates processing unit resources from multiple manufacturers based on these recommendations. Finally, it generates data for a user interface dashboard, presenting information about manufacturers, processing unit types, recommended configurations, and real-time performance metrics of allocated resources.

Abstract: This fully-automated 3D photo booth uses a single-or dual-lens camera or other depth sensors. Depth algorithms process the pictures taken, which can be inserted into themed templates. A novel method of coarse segmentation separates the foreground and background. The photo booth dispenses an interlaced print and snap-in photo frame, or gives the option of viewing on a mobile device or sending via email or social media. On a mobile device, the 3D viewing is with a snap-on or adhesive optical overlay if available, using novel lenticules that solve Moiré artifacts. In the absence of an optical overlay, tilt sensors are used to move the viewpoint of the 3D scene model, to look around objects in the foreground, the same as if real objects were being tilted back and forth.

Abstract: This fully-automated 3D photo booth uses a single-or dual-lens camera or other depth sensors. Depth algorithms process the pictures taken, which can be inserted into themed templates. A novel method of coarse segmentation separates the foreground and background. The photo booth dispenses an interlaced print and snap-in photo frame, or gives the option of viewing on a mobile device or sending via email or social media. On a mobile device, the 3D viewing is with a snap-on or adhesive optical overlay if available, using novel lenticules that solve Moiré artifacts. In the absence of an optical overlay, tilt sensors are used to move the viewpoint of the 3D scene model, to look around objects in the foreground, the same as if real objects were being tilted back and forth.