Abstract: Embodiments are directed to neural network processing for multi-object three-dimensional (3D) modeling. An embodiment of a computer-readable storage medium includes executable computer program instructions for obtaining data from multiple cameras, the data including multiple images, and generating a 3D model for 3D imaging based at least in part on the data from the cameras, wherein generating the 3D model includes one or more of performing processing with a first neural network to determine temporal direction based at least in part on motion of one or more objects identified in an image of the multiple images or performing processing with a second neural network to determine semantic content information for an image of the multiple images.

Abstract: An apparatus may include a memory to store a recorded video. The apparatus may further include an interface to receive at least one set of sensor information based on sensor data that is recorded concurrently with the recorded video and a video clip creation module to identify a sensor event from the at least one set of sensor information and to generate a video clip based upon the sensor event, the video clip comprising video content from the recorded video that is synchronized to the sensor event.

Abstract: Sensor management systems for computer assisted or autonomous driving vehicles are disclosed herein. A computer assisted or autonomous driving vehicle may be provided with a plurality of sensors and a sensor management system configured to predictively maintain effectiveness of the plurality of sensors, based at least in part on predicted cleaning needs of the sensors, predicted obstruction or destruction events of the sensors, or predicted environmental or operating conditions. In embodiments, the sensor management system may be coupled to a navigation system of the vehicle, and may, in response to a predicted sensor obstruction or destruction event, change a navigation parameter of the vehicle to avoid the event. Alternatively, if the predicted event is determined to be within an acceptable risk tolerance threshold, the sensor management system may follow an original navigational route but implement event avoidance actions. Other embodiments may be disclosed or claimed.

Abstract: Various systems and methods for personal sensory drones are described herein. A personal sensory drone system includes a drone remote control system comprising: a task module to transmit a task to a drone swarm for the drone swarm to execute, the drone swarm including at least two drones; a transceiver to receive information from the drone swarm related to the task; and a user interface module to present a user interface based on the information received from the drone swarm.

Abstract: Generally discussed herein are systems and apparatuses for gesture-based augmented reality. Also discussed herein are methods of using the systems and apparatuses. According to an example a method may include detecting, in image data, an object and a gesture, in response to detecting the object in the image data, providing data indicative of the detected object, in response to detecting the gesture in the image data, providing data indicative of the detected gesture, and modifying the image data using the data indicative of the detected object and the data indicative of the detected gesture.

Abstract: Methods and apparatus to control rendering of different content for different view angles of a display screen are disclosed. An example apparatus includes a position analyzer to: determine a first location of a first person relative to a display screen, and determine a second location of a second person relative to the display screen. The example apparatus includes a position comparer to determine a difference in position between the first person and the second person based on the first and second locations. The example apparatus includes a content determiner to identify first content to display to the first person and second content to display to the second person when the difference satisfies a threshold, and identify third content to display to both the first person and the second person when the difference does not satisfy the threshold.

Abstract: Logic may determine a specific performance of a neural network based on an event and may present the specific performance to provide a user with an explanation of the inference by a machine learning model such as a neural network. Logic may determine a first activation profile associated with the event, the first activation profile based on activation of nodes in one or more layers of the neural network during inference to generate an output. Logic may correlate the first activation profile against a second activation profile associated with a first training sample of training data. Logic may determine that the first training sample is associated with the event based on the correlation. Logic may output an indicator to identify the first training sample as being associated with the event.

Abstract: A mechanism is described for facilitating dynamic rendering of non-visual marker-based augmented reality experiences on computing devices according to one embodiment. A method of embodiments, as described herein, includes detecting non-visual data. The non-visual data may be captured via one or more capturing/sensing components of a computing device. The method may further include mapping the non-visual data with one or more augmented reality items to generate a first augmented reality experience, wherein the non-visual data is converted into one or more non-visual markers based on the one or more augmented reality items and one or more contexts, and rendering the first augmented reality experience based on the one or more non-visual markers.

Abstract: Autonomous vehicles leave passengers with time to perform activities while awaiting travel to conclude. While one might engage in reading, playing games, or conversing with others, it is expected another common activity will be to sleep. Disclosed are various examples of how to coordinate a traffic control system with home and vehicle environments to enable allowing a person to be able to sleep while traveling, where travel is in accord with personal preferences, and constraints, such as schedule or systemic constraints (e.g., traffic). It will be appreciated passengers may be transferred to their vehicle while still asleep, or monitored to determine a time to awaken the passenger for transfer to the vehicle such that the passenger is more likely to be able to return to sleep for the travel.

Abstract: Apparatuses, methods, and storage medium associated with a browser for prioritized display of videos and/or photographs are disclosed herein. In embodiments, an apparatus may include one or more processors, devices, and/or circuitry to operate a browser to present a plurality of photos and/or videos for viewing. A subset of the plurality of the photos and/or videos may be selected based on the results of an analysis of sensor data collected by a plurality of wearable sensors. The subset of the plurality of the photos and/or videos may be prioritized over other photos and/or videos from the plurality of the photos and/or videos in terms of presentation space allocated for presentation.

Abstract: One embodiment provides an apparatus. The apparatus includes a user profile; and a content filter logic. The content filter logic is to determine whether a content of a received message directed to a target recipient is compatible with the user profile and a current emotional state of the target recipient and to select at least one action based, at least in part, on one or more of the content, the user profile and/or the current emotional state of the target recipient. The at least one action is selected from the group comprising place the received message on hold, provide the received message to the target recipient, modify the received message, delete the received message, store the received message to an original message log, provide an alert to the target recipient, forward the message to another recipient and/or ascertain, from a sender, an urgency of the received message.

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: The presently disclosed display device includes one or more user detection sensors that determine a user location in respond to the display device. The display device then reformats image data based on the determined user location, such as by transitioning the image data from one mode to another and/or angling the image data toward the determined user location. When sharing the image data with another display device, the display devices may reformat the image data based on user location without a user manually entering a desired format or orientation. In addition, the display devices may determine whether they are touching or almost touching and, in response, split, reformat, or re-orient the image data to combine to form a single, larger display. By reformatting or orienting image data toward users using device sensors, instead of relying on user customization, the presently disclosed techniques provide more efficient and intuitive user experiences.

Abstract: Private delivery drones and methods are disclosed. An example drone includes a first communication interface to receive a first input from a sender representing a delivery area for a payload, a second communication interface to receive a second input from a recipient representing a visual marker of the recipient, the visual marker unknown to the sender, a drone controller to, when the drone reaches the delivery area, visually identify a location in the delivery area to deliver the payload based on the visual marker, and a carrier to deliver the payload to the location.

Abstract: Generally discussed herein are systems and apparatuses for gesture-based augmented reality. Also discussed herein are methods of using the systems and apparatuses. According to an example a method may include detecting, in image data, an object and a gesture, in response to detecting the object in the image data, providing data indicative of the detected object, in response to detecting the gesture in the image data, providing data indicative of the detected gesture, and modifying the image data using the data indicative of the detected object and the data indicative of the detected gesture.

Abstract: Participants can compete in a physical environment, such as by piloting a car around a track. The competition is recorded in a video. Participants can interact physically with each other and with the race environment, such as by steering into one another and navigating the race environment. Participants can also interact virtually, such as “shooting” one another with digitally rendered weapons. Both real and virtual interactions affect the outcome of the competition. The video is programmatically altered to show special effects and is programmatically edited to select physical and virtual interactions, changes, which had the largest effect on the outcome of the competition. The programmatically altered video may be played back during game play and the programmatically edited video may be played back after the competition.

Abstract: Various embodiments are generally directed to an apparatus, method and other techniques to receive a biometric input of a first input type, determine a distinctiveness value for the biometric input based on a comparison of an attributes score for the biometric input with an average of attributes scores for biometric inputs of the first input type from the plurality of biometric inputs, and determine an input type to use to perform an action based on the distinctiveness value.

Abstract: Embodiments for providing a wearable device are generally described herein. A wearable device may include a processor having memory and communicatively coupled to a plurality of display areas; and an orientation sensing module communicatively coupled to the processor to determine at least one of an orientation and a location of at least one of the plurality of display areas with respect to a point of view of a user; wherein the processor provides a function for at least one of the plurality of display areas based on the determined at least one of the orientation and the location of at least one of the plurality of display areas by the orientation sensing module.

Abstract: A mechanism is described for dynamically facilitating tracking of targets and generating and communicating of messages at computing devices according to one embodiment. An apparatus of embodiments, as described herein, includes one or more capturing/sensing components to facilitate seeking of the apparatus, where the apparatus is associated with a user, and recognition/transformation logic to recognize the apparatus. The apparatus may further include command and data analysis logic to analyze a command received at the apparatus from the user, where the command indicates sending a message to the apparatus. The apparatus may further include message generation and preparation logic to generate the message based on the analysis of the command, and communication/compatibility logic to communicate the message.

Abstract: Methods, apparatus, systems and articles of manufacture for measuring and adjusting physical resistance for athletic activities and fitness equipment are disclosed. An example system includes a user-wearable sensor to measure a first level of physical effort during a first athletic activity using fitness equipment and to generate sensor data indicative of the measured first level of physical effort. The example system also includes a controller to receive the sensor data to perform a comparison of the sensor data and data from second athletic activity indicative of a second level of physical effort, and automatically generate a control signal to adjust a setting of the fitness equipment based on the comparison.