Abstract: Methods, apparatus, and system to enable and implement interaction between a computer device and a person (or people) such as via images and objects identified in such images. The interaction may make possible rapid and convenient machine learning with respect to such objects.

Abstract: System, apparatus, method, and computer readable media for on-the-fly captured video summarization. A video stream is incrementally summarized in concurrence with generation of the stream by a camera module. Saliency of the video stream summary is maintained as the stream evolves by updating the summary to include only the most significant frames. In one exemplary embodiment, saliency is determined by optimizing an objective function including terms that are indicative of both the diversity of a selection, and how representative the selection is to the processed portion of the video data corpus. A device platform including a CM and comporting with the exemplary architecture may provide video camera functionality at ultra-low power, and/or with ultra-low storage resources, and/or with ultra-low communication channel bandwidth.

Abstract: An embodiment of an interactive play apparatus may include a camera to capture a projected image, an image recognizer communicatively coupled to the camera to recognize the captured projection image, and a projection responder communicatively coupled to the image recognizer to respond to the recognized projection image. Other embodiments are disclosed and claimed.

Abstract: Various embodiments for dynamically generating an advertisement in a video stream are disclosed. In one embodiment, video stream content associated with a video stream for a user device is received. Video analytics data is obtained for the video stream content, which indicates a scene recognized in the video stream content. An advertisement to be generated and inserted into the video stream content is then selected based on the scene recognized in the video stream content, and an advertisement template for generating the selected advertisement is obtained. Video advertisement content corresponding to the advertisement is then generated based on the advertisement template and the video analytics data. The video advertisement content is then inserted into the video stream content, and the modified video stream content is transmitted to the user device.

Abstract: In one embodiment, the present invention includes a method for receiving an interrupt from an accelerator, sending a resume signal directly to a small core responsive to the interrupt and providing a subset of an execution state of the large core to the first small core, and determining whether the small core can handle a request associated with the interrupt, and performing an operation corresponding to the request in the small core if the determination is in the affirmative, and otherwise providing the large core execution state and the resume signal to the large core. Other embodiments are described and claimed.

Abstract: An apparatus comprises a plurality of cores and a controller coupled to the cores. The controller is to lower an operating point of a first core if a first number based on processor clock cycles per instruction (CPI) associated with a second core is higher than a first threshold. The controller is operable to increase the operating point of the first core if the first number is lower than a second threshold.

Abstract: Technologies for physical programming include a model compute system to determine one or more physical blocks assembled in a constructed model. The model compute system determines rules associated with the one or more physical blocks in which at least one rule defines a behavior of the constructed model and determines a program stack for execution by the model compute system based on the rules associated with the one or more physical blocks.

Abstract: Systems, methods, and apparatuses for resource monitoring identification reuse are described. In an embodiment, a system comprising a hardware processor core to execute instructions storage for a resource monitoring identification (RMID) recycling instructions to be executed by a hardware processor core, a logical processor to execute on the hardware processor core, the logical processor including associated storage for a RMID and state, are described.

Abstract: Methods, apparatuses, systems, and storage media for creating, discovering, and/or resolving spells using a wand are provided. In embodiments, a computing device or a wand may detect one or more gestures and sensors in the wand may generate sensor data representative of the one or more gestures. The one or more gestures may be movements performed using the wand. The sensor data representative of the one or more gestures may be converted into a spell sequence. The wand may transmit the spell sequence to a computing device, and receive, from the computing device, a spell output based on the spell sequence, a wand position, and a quest. The quest may indicate an order in which one or more second devices are to be activated and one or more spells to activate each of the one or more second devices. Other embodiments may be described and/or claimed.

Abstract: Examples may include techniques to coordinate the sharing of resources among virtual elements, including service chains, supported by a shared pool of configurable computing resources based on relative priority among the virtual element and service chains. Information including indications of the performance of the service chains and also the relative priority of the service chains may be received. The resource allocation of portions of the shared pool of configurable computing resources supporting the service chains can be adjusted based on the received performance and priority information.

Abstract: Systems, methods, and apparatuses for resource monitoring identification reuse are described. In an embodiment, a system comprising a hardware processor core to execute instructions storage for a resource monitoring identification (RMID) recycling instructions to be executed by a hardware processor core, a logical processor to execute on the hardware processor core, the logical processor including associated storage for a RMID and state, are described.

Abstract: Apparatuses, methods and storage medium associated with a model compute system for physical programming are disclosed herein. In embodiments, an apparatus may include one or more processors, devices, and/or circuitry to identify first rules associated with one or more physical subcomponents, e.g., blocks, tiles, or the like, or combinations thereof, assembled in a constructed model in a first control modality, wherein at least one first rule defines a first predetermined behavior of the constructed model, and determine a first program stack for execution by the model compute system based on the first rules associated with the one or more physical subcomponents. Other embodiments may be described and/or claimed.

Abstract: Systems, apparatuses and methods may provide for determining a state of a multi-player game and identifying a user communication associated with the multi-player game. Additionally, an outbound communication may be generated based on the user communication and the state of the multi-player game. In one example, generating the outbound communication includes conducting a weighted selection of one or more of a recipient, a content or an audio effect of the outbound communication based on the state.

Abstract: Methods, systems, articles of manufacture and apparatus are disclosed to improve autonomous machine capabilities. An example disclosed apparatus includes an agent task manager to retrieve native sensor input data from a sensor of the agent, an agent characteristics engine to identify environmental characteristics based on the retrieved native sensor input data, and a resource allocation modifier to allocate a first quantity of resources of the agent based on a likelihood score associated with the environmental characteristics.

Abstract: Embodiments include apparatuses, methods, and systems for computer assisted or autonomous driving (CA/AD). An apparatus for CA/AD may include a data aggregation unit, an environment mapping unit coupled to the data aggregation unit, and a mixed reality content unit coupled to the environment mapping unit. The data aggregation unit collects data from one or more data sources. The environment mapping unit determines, based at least in part on the collected data from the one or more data sources or historical environment data, information about a driving environment associated with a route for the CA/AD vehicle. The mixed reality content unit determines a mixed reality content to be presented to a user according to the information about the driving environment associated with the route to generate an immersive mixed reality experience for the user. Other embodiments may also be described and claimed.

Abstract: Method and apparatus for per-agent control and quality of service of shared resources in a chip multiprocessor platform is described herein. One embodiment of a system includes: a plurality of core and non-core requestors of shared resources, the shared resources to be provided by one or more resource providers, each of the plurality of core and non-core requestors to be associated with a resource-monitoring tag and a resource-control tag; a mapping table to store the resource monitoring and control tags associated with each non-core requestor; and a tagging circuitry to receive a resource request sent from a non-core requestor to a resource provider, the tagging circuitry to responsively modify the resource request to include the resource-monitoring and resource-control tags associated with the non-core requestor in accordance to the mapping table and send the modified resource request to the resource provider.

Abstract: In one embodiment, the present invention includes a method for receiving an interrupt from an accelerator, sending a resume signal directly to a small core responsive to the interrupt and providing a subset of an execution state of the large core to the first small core, and determining whether the small core can handle a request associated with the interrupt, and performing an operation corresponding to the request in the small core if the determination is in the affirmative, and otherwise providing the large core execution state and the resume signal to the large core. Other embodiments are described and claimed.

Abstract: Methods, apparatus, and system to enable and implement interaction between a computer device and a person (or people) such as via images and objects identified in such images. The interaction may make possible rapid and convenient machine learning with respect to such objects.

Abstract: An instruction pipeline implemented on a semiconductor chip is described. The semiconductor chip includes an execution unit having the following to execute an interrupt handling instruction. Storage circuitry to hold different sets of micro-ops where each set of micro-ops is to handle a different interrupt. First logic circuitry to execute a set of said sets of micro-ops to handle an interrupt that said set is designed for. Second logic circuitry to return program flow to an invoking program upon said first logic circuitry having handled said interrupt.

Abstract: An embodiment of an electronic processing apparatus may include a user interface to receive an input from a user, an assistant interface to communicate with at least two electronic personal assistants, and a coordinator communicatively coupled to the user interface and the assistant interface. The coordinator may be configured to send a request to one or more of the at least two electronic personal assistants based on the input from the user, collect one or more assistant responses from the one or more electronic personal assistants, and provide a response to the user based on the collected one or more assistant responses. Other embodiments are disclosed and claimed.