Abstract: The technology disclosed relates to a system and methods for artificial intelligence-based workspace content generation using sources of digital assets in a multi-user search and collaboration environment. The disclosed methods can include sending a portion of a spatial event map that locates events in a virtual workspace; sending data to allow the client node to display a digital asset identified by events in the spatial event map; receiving an input for a trained machine learning model wherein the input comprises the identification of a digital asset selected by a user or desired features in an artificial intelligence (AI)-based digital asset; sending the input received to the trained machine learning model; receiving the AI-based digital asset as output by the trained machine learning model; and sending the AI-based digital asset to a plurality of client nodes, allowing the client nodes to display the AI-based digital asset in respective digital displays.

Abstract: A multi-beam solid-state luminaire including a plurality of solid-state lamps and a plurality of beam forming optics including a first group of beam forming optics and a second group of beam forming optics. In some embodiments, the beam forming optics may be arranged in a pattern having a center, and one or more center beam forming optics of the first group may be positioned at the center of the pattern. In some embodiments, luminaire may include a first beamwidth lens positioned over the first group of beam forming optics and a second beamwidth lens positioned over the second group of beam forming optics. The beamwidth lenses may emit light from the solid-state lamps having different respective beamwidths. The luminaire may provide a decorative flame-like pattern on a target surface.

Abstract: Described herein are embodiments of an apparatus that include and/or consist of a spill-proof lid for a drinking container. In an embodiment, the apparatus may include a lid, where the lid is configured to include a straw having a leak-proof engagement with the lid and may also include a one-way valve disposed in a portion of the straw that only allows liquid to exit the container (through the straw) when the pressure inside the container is sufficiently greater than the pressure outside the container. In another embodiment, the apparatus may include a handle attached to the spill-proof lid that moves between an open and a closed position and that makes carrying the apparatus easier.

Abstract: A method for annotating images to create a corpus for training a multi-task computer vision machine learning model is presented. The method comprises receiving, at one or more annotation specialist models, a plurality of images to be annotated. Via operation of the one or more annotation specialist models, pre-filtered annotations are generated for the plurality of images. Via operation of a data filtering and enhancement module, the pre-filtered annotations are filtered in accordance with predefined noise criteria so as to output candidate annotations for the plurality of images. The method further comprises, for each of one or more candidate annotations, selectively (1) storing the candidate annotation into the corpus as a final annotation for its associated image, or (2) adding the candidate annotation to its associated image using the one or more annotation specialist models and the data filtering and enhancement module for subsequent iterative annotation and filtering.

Abstract: A system for calibrating one or more optical sensors on a sewing machine includes one or more optical sensors and one or more processors of the sewing machine. The optical sensors are arranged to collect data from one or more features of one or more predefined regions. The processors are for processing the data and are configured to: receive the data; detect and recognize the one or more features of the one or more predetermined regions from the data; calculate one or more accuracy indicators of the one or more features from the data as compared to a known feature; compare the value of the one or more accuracy indicators to one or more indicator thresholds; and adjust a parameter of at least one of the optical sensors based on the comparison between the one or more accuracy indicators and the one or more indicator thresholds.

Abstract: A hair styling appliance kit can include a handle section and multiple styling attachments that can be releasably attached to the handle section. The handle section can include a heating element and a blowing device so that the handle can expel hot air into a styling attachment when attached to the handle section. Each styling attachment can be releasably attached to the handle section. The styling attachments can include an oval smoothing brush, a round volume brush, and a curling wand. A user can select the desired styling attachment and position it on the mounting end of the handle section. The handle section can include a locking mechanism to selectively lock the styling attachment to the handle section during use. The amount of heat provided by the heating element is adjustable so that the temperature of the blown air is adjustable.

Abstract: A trunk assembly for a vehicle includes a stowage compartment disposed within the vehicle. The stowage compartment defines a stowage compartment opening. A hood is operable between an opened position and a closed position. The hood includes an outer panel and an inner panel coupled to the outer panel. A waterfall structure is integrally formed with a front section of the hood inner panel and extends outward from the front section. The waterfall structure abuts the stowage compartment to at least partially seal the stowage compartment opening when the hood is in the closed position.

Abstract: A computer-implemented system, computer-implemented method, and computer-program product includes receiving, via a graphical user interface, a request to generate an initial design of experiment plan based on one or more experiment factors; generating a first plan settings container object that represents the initial design of experiment plan in computer memory; and instantiating, within the graphical user interface, a plan explorer section that includes a plan settings graphical entry that displays a graphical representation of a plan factors data object and a plan model data object associated with the first plan settings container object.

Abstract: The present application describes systems and methods for secured network information transmission. A network tunnel may be established from a customer premises equipment (CPE) to a routing device at a provider site. The network tunnel may traverse over one or more networks while maintaining a secure path for data. A customer may indicate a chosen configuration for a CPE, and a device at a provider site, a customer device, and/or the CPE itself may automatically, or manually, configure the CPE based on the chosen configuration to allow and/or disallow certain customer network information from being received and/or transmitted through the network tunnel.

Abstract: A system for signaling extension functions used in decoding a sequence including a plurality of pictures, each picture processed at least in part according to a picture parameter set is disclosed. An extension presence signaling flag is read and used to determine whether flags signaling the performance of extension functions are to be read. The flags are only read if indicated by the extension presence signaling flag.

Abstract: A fire retarding biochemical liquid composition including: a dispersing agent realized in the form of a major amount of water, for dispersing alkali metal ions dissolved in the water; a major amount of a first fire retarding agent realized in the form of a first alkali metal salt of a nonpolymeric saturated carboxylic acid, specifically, tripotassium citrate, for providing metal potassium ions dispersed in the water when the at least one alkali metal salt is dissolved in the water to form a mixed retardant solution; a minor amount of a second fire retarding agent realized in the form of a second alkali metal salt of a nonpolymeric saturated carboxylic acid, specifically, sodium benzoate (SB), for providing metal sodium ions dispersed in the water when the at least one alkali metal salt is dissolved in the mixed retardant solution, for functioning as a secondary fire retardant agent and also inhibiting surface corrosion reactions involving metals contacting the mixed retardant solution, including specific meta

Abstract: Reservoir monitoring of a producing well consists of use of a tagged asphaltene inhibitor to determine deposition of asphaltene in the well. A renewable amount of tagged asphaltene inhibitor may be introduced into the well once the amount of tagged inhibitor in the well approaches a pre-determined minimum inhibitory concentration of the tagged asphaltene inhibitor.

Abstract: A firearm training system has a screen configured to display target images, a plurality of location emitters associated with the screen, a firearm device, a camera mounted to the firearm device, the camera having a first imaging system operable to generate a first image with a first field of view, the camera having a second imaging system operable to generate a second image with a second field of view greater than the first field of view, an image processor connected to the first and second imaging systems, the image processor operable to calculate a firearm device location relative to the screen based on the first image unless at least one of the location emitters is outside the first field of view, in which case the second image is used for the firearm device location calculation.

Abstract: Methods and apparatus for a magnetic field sensor IC package having groups of arrays of TMR elements each having a pinning direction. An on-chip coil is routed under the TMR elements to conduct current for generating a magnetic field to stimulate the TMR elements. The device may be configured to sense changes in an applied magnetic field.

Abstract: A computer that includes a processor and a memory, the memory including instructions executable by the processor to determine a first prediction with a machine learning system based on receiving a first image from a first camera and determine a second prediction with a machine learning system based on receiving a second image from a second camera. When the first prediction does not equal the second prediction within a user determined tolerance, determine color consistency based on comparing pixel values from the first image with a threshold determined based on previously determined pixel values, determine color correction parameters by determining pixel statistics based on pixel values from the first image to include in an image signal processing system and apply the color correction parameters to a third image from the first camera by receiving the third image at the image signal processing system.

Abstract: A signal encoding and decoding protocol to convey discrete sets of information combined in a single carrier signal is disclosed. The protocol uses modulation of both amplitude and pulse width to carry multiple sets of information. A first signal is pulse width modulated to encode a first data and a second signal is pulse amplitude modulated to encode a second data. The two modulated signals are combined to generate a carrier signal encoded with both the first and second data.

Abstract: A coupling agent composition is provided and includes a plurality of non-toxic components in an amount equal to or greater than 97 weight percent (wt %). The coupling agent composition includes a carrier of water, at least one water soluble polyol selected from the group consisting of propanediol, pentylene glycol, and butylene glycol in an amount of from about 1.0 to about 20.0 wt %, a thickening agent in an amount of about 0.05 to about 5.00 wt %, and a balance of incidental impurities.

Abstract: Aspects of the present disclosure relate to receiving a request from a remote device for access to an online computer-based service, transmitting to the remote device a request for a verifiable token encoding a verifiable credential containing an issuer's digital signature signed with a private key and an identifier indicating that a holder of the verifiable credential is human. If the verifiable token was not received, access to the online computer-based service is inhibited. If the verifiable token is received, its validity is confirmed utilizing an associated public key. If the validity is confirmed, the request from the remote device for access to the online computer-based service is determined to be from a human and the remote device is enabled to access the online computer-based service.

Abstract: A system for packaging one or more items includes an order arrangement station where the one or more items can be arranged into a stack with a desired configuration. A dimensioning mechanism determines the outer dimensions of the stack and a converting assembly creates a box template that when erected forms a box that is custom sized to the dimensions of the stack. A crowder assembly holds and maintains the stack in the desired configuration while the box template is at least partially folded around the stack. The box template is secured around the stack in the form of a box.

Abstract: Provided is a method including obtaining a first data object including a first set of data entries, wherein each data entry of the first set of data entries includes text content associated with a time entry. The method includes generating a first data object score using the text content and the time entries included in the first set of data entries and using scoring parameters, determine that the first data object score satisfies a data object score condition; perform in response to the first data object score satisfying the data object score condition, a condition-specific action associated with the data object score condition.