Systems, methods, and non-transitory computer readable media containing instructions for selectively controlling display of virtual objects are provided. In one implementation, virtual objects may be virtually presented in an environment via a wearable extended reality appliance operable in a first and second display modes; in the first display mode, positions of the virtual objects are maintained in the environment regardless of detected movements of the wearable extended reality appliance, and in the second display mode, the virtual objects move in the environment in response to detected movements of the wearable extended reality appliance; movement of the wearable extended reality appliance may be detected; selection of the first or second display mode may be received; display signals configured to present the virtual objects in a manner consistent with the selected display mode may be outputted for presentation via the wearable extended reality appliance in response to the selected display mode.

A fitness tracking system for generating movement variables corresponding to movement of a user includes a monitoring device, a personal electronic device, and a remote processing server. The monitoring device is configured to be worn or carried by the user and includes a movement sensor configured to collect movement data. The personal electronic device is operably connected to the monitoring device. At least one of the personal electronic device and the monitoring device is configured to calculate feature data by applying a set of rules to the movement data, to calculate raw speed data corresponding to a speed of the user from the subset of the movement data, and to calculate raw distance data corresponding to a distance moved by the user from the subset of the movement data. The remote processing server includes a machine learning model for processing at least the feature data.

Aspects of the present disclosure relate to a system receiving an infrared (IR) image, receiving a depth map associated with the IR image, applying one or more filters to the IR image based on a set of parameters, generating a 2D pose for a subject based on the filtered IR image, and generating a 3D pose by correlating the 2D pose to the depth map.

A system includes a cellular transceiver to communicate with a predetermined target; one or more antennas coupled to the 5G or 6G transceiver each electrically or mechanically steerable to the predetermined target; a processor to control a directionality of the one or more antennas in communication with the predetermined target; and an edge processing module coupled to the processor and the one or more antennas to provide low-latency computation for the predetermined target.

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for a biometric authentication system. In one aspect, a method includes identifying a target user in proximity to a kiosk. Data for the target user is gathered from equipment on and in proximity to the kiosk. The gathered data is processed to generate a feature vector. The feature vector includes at least motion characteristics of the target user as the target user approaches the kiosk and touch input characteristics of the target user at the kiosk. A candidate user to compare to the target user is determined. Reference data for the candidate user is retrieved. The feature vector is compared to the reference data for the candidate user to determine a likelihood that the target user is the candidate user. A kiosk application is customized for the target user based on the determined likelihood.

An information processing device calculates an occupancy rate of a pedestrian crossing in an image obtained by capturing an image of a traveling direction of a target person, determines a crossing status of the target person for the pedestrian crossing based on the calculated occupancy rate, and generates support information for supporting the target person crossing the pedestrian crossing based on the crossing status.

Athletic activity may be tracked while providing encouragement to perform athletic activity. For example, energy expenditure values and energy expenditure intensity values may be calculated and associated with a duration and type of activity performed by an individual. These values and other movement data may be displayed on an interface in a manner to motivate the individual and maintain the individual's interest. The interface may track one or more discrete “sessions”. The sessions may be associated with energy expenditure values during a duration that is within a second duration, such as a day, that is also tracked with respect to variables, such as energy expenditure. Other individuals (e.g., friends) may also be displayed on an interface through which a user's progress is tracked. This may allow the user to also view the other individuals' progress toward completing an activity goal and/or challenge.

Among other things, embodiments of the present disclosure can detect a movement impairment within one of at least one critical phase or frame and/or instance in time of body movement, based at least on movement analysis data obtained by data captured via a camera coupled to a computer system or input into the computer system. The movement analysis data may include at least one critical phase or frame and/or instance in time of body movement. Information related to the detected movement impairment is displayed by the computer system on the display screen.

A vehicle includes a powered door having an actuator to move the door between open and closed positions, a transceiver configured to communicate with one or more mobile devices, and an imaging device oriented to capture images in a region proximate to the powered door. A controller processes the captured images and controls the actuator to move the door to the open position when a mobile device is detected proximate the vehicle and a user is detected in the captured images located in a door detection zone. The controller moves the door to the open position when a face of a user is recognized as an authorized user located in the door detection zone. The controller moves the door to the open position when a gait of the user is detected and identifies the gait are indicative of an authorized user located in the door detection zone.

A computer system for automatically performing medical diagnoses having a main portal configured to allow data communication with a user device, an AI bot in data communication with the main portal, the AI bot being configured to guide the user through a medical assessment, perform the medical assessment and diagnose the patient, wherein the AI bot is further configured to receive video data of the patient performing a physical activity, analyze each individual frame of the video using a custom trained model in order to diagnose the patient, a patient portal in data communication with a processing and communication module and the AI bot, a central database in data communication with the processing and communication module, an internal database, the AI bot and the patient portal, the central database being configured to facilitate an interconnection of the AI bot with the internal database and an external database.