Abstract: The present disclosure relates to systems and methods for parsing unstructured data with neural networks. In one implementation, a system for parsing unstructured data may include at least one processor and at least one non-transitory memory storing instructions that, when executed by the at least one processor, cause the system to: receive unstructured data; apply a classifier to the unstructured data to identify a type of the unstructured data; based on the identification, select a corresponding neural network; apply the selected neural network to the unstructured data to obtain structured data; and output the structured data.

Abstract: A pool system may include a device of pool or spa equipment and a pool automation controller. The pool automation controller may include a multimode wireless radio configured to communicate with a wireless communication device of the device of equipment using a first internet protocol mode and a router in a second internet protocol mode. The pool automation controller may receive a first wireless signal when operating in the first internet protocol mode and send a second wireless signal when operating in the second internet protocol mode.

Abstract: One embodiment of the present disclosure provides a system and associated processes for sharing cardholder data (CHD) between a merchant that utilizes tokenization and a second merchant that may or may not utilize tokenization. In one embodiment, the merchant, or an employee of the merchant, can use the system and associated processes to reacquire CHD from a tokenization provider system. In one embodiment, the merchant identifies to the tokenization provider system a desire to share CHD, which is associated with a token, with a second merchant. The merchant and/or the tokenization provider system can then invite the second merchant to register with the tokenization provider system. Once registered with the tokenization provider system, the second merchant can access any CHD that the merchant associated with the second merchant.

Abstract: The present inventive concept provides for a method of autonomous driving road space reservation and adaption. The method includes determining a target location of a first vehicle. Road space is reserved for the first vehicle at the target location. The reserved road space of the first vehicle is communicated to a second vehicle, and the driving plan of the second vehicle is adapted based on the communicated reserved road space of the first vehicle automatically before arrival.

Abstract: A vehicle steering wheel comprising: an electrical device comprising at least one flexible electrical ribbon cable arranged on or around the rim, wherein: the electrical device comprises at least one positioning part, the positioning part comprising an interface portion, the steering wheel comprises at least one counter-shape arranged to receive the interface portion of the positioning part, and the positioning part covers at least one part of the flexible electrical ribbon cable.

Abstract: A computer-implemented method, according to one embodiment, includes identifying a plurality of user devices determined to run a predetermined software version and a predetermined application. A first of the identified user devices is assigned to be a primary user device, and a second of the identified user devices is assigned to be a first backup user device. In response to a determination that the first identified user device launches the predetermined application, the second identified user device is caused to launch the predetermined application. In response to a determination that the first identified user device experiences a predetermined interruption event while using the predetermined application, the second identified user device is assigned to be the primary user device and the first identified user device is assigned to be the first backup user device.

Abstract: One or more settings of a power tool device can be automatically adjusted based on a location of the power tool device relative to a work object. Work object data that indicate a work object type for the work object can be determined, and work location data can be determined based on the work object data. The work location data indicate work locations on the work object where a power tool device action is to be performed. A position of the power tool device is also determined. An electronic controller can determine a power tool device setting corresponding to the power tool device action to be performed at the work location nearest to the power tool device position. The power tool device setting is transmitted to the power tool device by the electronic controller, where the power tool device setting indicates an operating parameter of the power tool device.

Abstract: Methods, systems and apparatuses for sharing video data across tenants of a multi-tenant security system. The methods may include maintaining a first tenant account of a security server and a second tenant account of the security server. The first tenant account is unrelated to the second tenant account. The second tenant account is configured to include partner account privileges for the first tenant account. A request from the second tenant account to access a resource associated with video data included in a resource registry of the first tenant account is accessed. The resource registry is made accessible to the second tenant account based on the partner account privileges. The request may be approved or denied. The video data is stored in a tenant database in association with the second tenant account based on the request being approved. The request may be processed by an image processing device.

Abstract: Aspects of the present disclosure relate to an electric or hybrid vehicle. Aspects of the vehicle may be used to provide a variety of functionality, including power exporting and aggregation, power take off functionality, thermal signature reduction, and improved vehicle longevity, vehicle turning, and vehicle control techniques.

Abstract: Ankle orthoses include a fabric portion having closure flaps, a rigid upright assembly having at least a portion disposed within the fabric portion, and at least one adjustable cuff assembly configured to encircle the lower leg of the wearer above the ankle over the fabric portion and apply medial-lateral force to the lower leg of the wearer, thereby, preventing a tibia and fibula of the wearer from separating. The orthosis includes a first fastener coupled to a side of the orthosis at a position inferior of the ankle joint of the wearer; and a first midfoot strap configured to wrap at least partly around the midfoot of the wearer over the fabric portion and having a first end coupled to the same position on the side of the orthosis as the first fastener, and a second end configured to couple to the first fastener. Additional orthoses and methods are provided.

Abstract: The present disclosure relates to a method and system for predicting a future orientation of an orientation tracker (100). The method comprising obtaining a sequence of angular velocity samples, each angular velocity sample indicating an angular velocity at a point in time and obtaining a sequence of angular acceleration samples, each angular acceleration sample indicating an acceleration or deceleration of the angular velocity at each point in time. Wherein said method further comprises determining (S5a), for each point in time where the angular velocity is accelerating, a predicted orientation of the orientation tracker (100) based on a first order prediction of an accumulated rotation of the orientation tracker (100) and determining (S5c), for each point in time where the angular velocity is decelerating, a predicted orientation of the orientation tracker (100) based on a second order prediction of the accumulated rotation of the orientation tracker (100).

Abstract: A method and related system for training a machine learning model using a federated learning structure by selectively sharing condensed data between devices includes operations to obtain datasets from client devices comprising a first client device and a second client device and updating a datasets subset to comprise a first dataset. The method further includes updating the datasets subset to comprise a second dataset based on a result indicating that a feature space distance between the first dataset and the second dataset satisfies a set of criteria and sending, to a third client device, the datasets subset comprising the first dataset and the second dataset. The method further includes obtaining, from the third client device, a set of model parameters that is derived from training based on the datasets subset and updating a server version of a machine learning model based on the set of model parameters.

Abstract: An ergonomic hand-held power tool is disclosed. The hand-held power tool comprising a housing, which includes a tool axis and a drive axis. The housing also includes a rear handle, a switch positioned proximate the rear handle, a fore grip handle, and a thumbrest disposed on an upper side of the housing proximate the fore grip handle. A motor, retained within the housing, which drives a working head via a drive shaft and gearing. The rear handle is generally parallel to the tool axis. The fore grip handle is generally parallel to the drive axis. The thumbrest is generally perpendicular to the tool axis. The hand-held power tool also includes an accessory axis and a removable handle. The accessory axis is generally perpendicular to both the tool axis and the drive axis and the removable handle is generally parallel to the accessory axis.

Abstract: A V2X computing system to manage air quality by reducing carbon emissions by changing a vehicle mode of operation from fuel to battery. The system identifies the position of the vehicle and changes the mode of the vehicle to a target battery-based vehicle. The system calculates how much aggregated emission can be allowed within a defined time range around a geo-fencing area to identify appropriate distribution of battery-operated vehicle and fossil fuel-based vehicle to ensure the required air-quality. The system leverages historical data around environmental parameters like wind direction, speed, etc. for a period to calculate the emission requirements vs. predicted emission. The system uses this data to dynamically switch vehicle from using fuel power to battery power based on the capability available within the vehicle for environmental sustainability. The system further spaces vehicles appropriately to ensure the air quality is maintained on the road in a geo-fenced area.

Abstract: Methods of forming a crystalline wafers or films such as a diamond wafer or film are disclosed. Such a method may include creating a damaged layer in a seed wafer at a depth from a seed wafer upper surface. The seed wafer may include a diamond crystalline structure. The method may also include growing a diamond epitaxial layer on the seed wafer upper surface via a chemical vapor deposition (CVD) process. A growth temperature of the CVD process may convert the damaged layer into a graphitized interface between the seed wafer and the diamond epitaxial layer. The method may further include applying light from a laser to the graphitized interface to separate the diamond epitaxial layer from the seed wafer and obtain the diamond wafer.

Abstract: Systems and methods provide an interface for accessing a data analysis workbook through which data is accessed and manipulated using a plurality of programming languages and application programming interfaces (APIs). Input data on which one or more data transformations are to be performed within the data analysis workbook is accessed, wherein the input data corresponds to a first object representation of a dataset, and wherein the one or more data transformations require the dataset to be a different, second object representation of the dataset. The second object representation of the dataset can be extracted from the first object representation of the dataset through a first language delegate that manages data associated with the first object representation. The one or more data transformations can be applied to the extracted second object representation of the dataset through a different, second language delegate that manages data associated with the second object representation.

Abstract: Exemplary embodiments include a system and method for user interaction with virtual scenes, the method comprising receiving, point cloud data for a physical space, including a position of the user in the physical space; extrapolating, from the point cloud data, the user's head position, hip position, and hand position; determining, from the head position and hand position, the user's height; establishing an eye to mouse vector directed through an eye position of the user to the screen, a neutral hip to hand vector, a neutral hip to screen vector, a mouse to cursor vector, and a mouse to virtual object vector; guiding a mouse on the screen of the display device by the eye to mouse vector, the neutral hip to hand vector, and the neutral hip to mouse vector; and guiding the mouse in virtual space by the mouse to cursor vector and the mouse to object vector.

Abstract: A pool system may include a plurality of devices of equipment distributed among an area and a pool automation controller that includes a shortrange wireless communication device configured to communicate with a first wireless communication device of a first device of equipment and a second wireless communication device of a second device of equipment. The pool automation controller may determine locations within the area of the first device and the second device with respect to the pool automation controller based at least in part on a first set of characteristics of a first wireless signal and a second set of characteristics of a second wireless signal.

Abstract: An exercise apparatus can include a base. The exercise apparatus can include a post comprising a first portion and a second portion. The base can be configured to receive the first portion of the post. The exercise apparatus can include a pad disposed around the second portion of the post. The exercise apparatus can include a tank coupled with the post at a distal end of the post opposite the base. The pad can extend from the base to the tank.