Abstract: A video processing apparatus includes a registration component that registers configuration information associated with the video information; a filter component that filters the video frame such that all but the area of interest is excluded in a filtered video frame; a configuration component that configures a plurality of neural networks in at least one of a parallel configuration, sequential configuration, mixed parallel and sequential configuration that provides a configured plurality of neural networks; a processing component that processes the filtered video frame using the configured plurality of neural networks that provides insight information; a display that provides insight information to a user; and a storage component that stores the configuration information and insight information in persistent cloud-based storage. A corresponding method of processing video information and computer-readable medium are also disclosed.

Abstract: A video processing apparatus includes a registration component that registers configuration information associated with the video information; a filter component that filters the video frame such that all but the area of interest is excluded in a filtered video frame; a configuration component that configures a plurality of neural networks in at least one of a parallel configuration, sequential configuration, mixed parallel and sequential configuration that provides a configured plurality of neural networks; a processing component that processes the filtered video frame using the configured plurality of neural networks that provides insight information; a display that provides insight information to a user; and a storage component that stores the configuration information and insight information in persistent cloud-based storage. A corresponding method of processing video information and computer-readable medium are also disclosed.

Abstract: Various embodiments are directed to entitlements clearance. For example, an entitlement clearance request may be received from a provisioning application. The entitlement clearance request may comprise an indication of a subject entitlement and an indication of a subject user. An indication of user characteristics describing the subject user and an indication of existing entitlements held by the subject user may be received. A plurality of entitlements conflict rules may be applied to the existing entitlements, the subject entitlement and the user characteristics to determine whether an entitlements conflict exists in view of the subject entitlement. In addition, a completion indication of whether the entitlements conflict exists in view of the subject entitlement may be returned.