Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for training and utilizing scale-diverse segmentation neural networks to analyze digital images at different scales and identify different target objects portrayed in the digital images. For example, in one or more embodiments, the disclosed systems analyze a digital image and corresponding user indicators (e.g., foreground indicators, background indicators, edge indicators, boundary region indicators, and/or voice indicators) at different scales utilizing a scale-diverse segmentation neural network. In particular, the disclosed systems can utilize the scale-diverse segmentation neural network to generate a plurality of semantically meaningful object segmentation outputs. Furthermore, the disclosed systems can provide the plurality of object segmentation outputs for display and selection to improve the efficiency and accuracy of identifying target objects and modifying the digital image.

Abstract: Implementations described herein are directed to enabling collaborative ranking of interpretations of spoken utterances based on data that is available to an automated assistant and third-party agent(s), respectively. The automated assistant can determine first-party interpretation(s) of a spoken utterance provided by a user, and can cause the third-party agent(s) to determine third-party interpretation(s) of the spoken utterance provided by the user. In some implementations, the automated assistant can select a given interpretation, from the first-party interpretation(s) and the third-party interpretation(s), of the spoken utterance, and can cause a given third-party agent to satisfy the spoken utterance based on the given interpretation.

Abstract: Systems and methods for transporting live insects in a secure and environmentally controlled manner. The systems include containers and packaging for transporting the live insects at a controlled temperature and pressure.

Abstract: This present disclosure seals the light propagation path in an optical interconnection element from external contaminants. The optical interconnection element includes a reflective surface, which can also be sealed from external contaminants Additional novel concepts include all enclosed sealed regions of the optical interconnection element being fluidly connected and making the final seal of the optical interconnection element with a thin plate, which can bend reducing the pressure differential between the ambient environment and the sealed internal volume of the optical interconnection element.

Abstract: The invention provides certain difluorocyclohexyl-imidazopyridazinyl-imidazolidinone compounds of formula II as IL-17A inhibitors, pharmaceutical compositions thereof, and methods of using a compound of formula II to treat certain symptoms of psoriasis, rheumatoid arthritis or multiple sclerosis.

Abstract: A cup dispensing system in an automated dispensing beverage dispensing system receives a first supply of cups at a first dispensing assembly with a first selective release device and receives a second supply of cups at a second dispensing assembly with a second selective release device. The first and second dispensing assemblies respectively coincide with first and second indexed locations on a cup conveyance system. The cup dispensing system operates to dispense a first cup from the first dispensing assembly to the first indexed location and a second cup from the second dispensing assembly to the second indexed location.

Abstract: Methods and systems directed to scanning, by an imaging device associated with a customer computing device, a Quick Response (QR) code displayed on a merchant computing device; decoding, by an application on the customer computing device, data embedded in the QR code; identifying, by the customer computing device and based on the decoded data, a uniform resource locator (URL) associated with a web page of the merchant, wherein the URL includes a payment proxy associated with the merchant; presenting the web page on the customer computing device; transmitting, by the customer computing device, an indication of interaction with the web page comprising an intent to purchase item(s) offered for sale via the web page; and receiving, by the customer computing device, an indication of completion of a payment for the item(s) facilitated by parsing the payment proxy server(s) of a payment processing system.

Abstract: A system may have electronic devices with wireless communications circuitry. Devices may have cameras for capturing images. Images may be shared between nearby devices. A first device may wirelessly send an image capture request to a second device. In response to assent to the image capture request, a camera application may be launched on the second device. Upon capturing an image with a camera in the second device in response to user input to the camera application or receipt of a remote image capture command from the first device, the second device may automatically send the captured image to the first device and delete the captured image from the second device. Arrangements in which users are provided with images from a public camera system on a stationary or mobile platform and in which users at an event share images from their cameras are also provided.

Abstract: A system includes a plurality of photovoltaic modules, each having a mat with an edge and a spacer with an edge, the edge of the mat being attached to the edge of the spacer. The spacer includes a plurality of support members and a solar module mounted to the support members. Each of the support members includes a ledge. The solar module and the ledge form a space therebetween. The space is sized and shaped to receive an edge of a solar module of another of the photovoltaic modules. The spacer of one of the photovoltaic modules overlays the mat of another of the photovoltaic modules.

Abstract: A bioprocessing system includes a first fluid assembly having a first fluid assembly line connected to a first port of a first bioreactor vessel though a first bioreactor line of a first bioreactor vessel, a second fluid assembly having a second fluid assembly line connected to a second port of the first bioreactor vessel through a second bioreactor line of the first bioreactor vessel, and an interconnect line providing for fluid communication between the first fluid assembly and the second fluid assembly, and for fluid communication between the second bioreactor line of the first bioreactor vessel and the first bioreactor line of the first bioreactor vessel.

Abstract: A fixation mechanism of an implantable medical device is formed by a plurality of tines fixedly mounted around a perimeter of a distal end of the device. Each tine may be said to include a first segment fixedly attached to the device, a second segment extending from the first segment, and a third segment, to which the second segment extends. When the device is loaded in a lumen of a delivery tool and a rounded free distal end of each tine engages a sidewall that defines the lumen, to hold the tines in a spring-loaded condition, the first segment of each tine, which has a spring-biased pre-formed curvature, becomes relatively straightened, and the third segment of each tine, which is terminated by the free distal end, extends away from the axis of the device at an acute angle in a range from about 45 degrees to about 75 degrees.

Abstract: Devices, systems and methods for filtering embolic particles that may be generated from a medical procedure including protection of the major branching vessels from the aorta, and catches and filters emboli that may be generated during the TAVR procedure. The filter devices disclosed herein form an improved seal against the vessel wall that is activated by flowing blood. Devices described herein also allow for the closing of the ends of the filter device after capture of emboli, providing further security against accidental loss of emboli post capture.

Abstract: A method and apparatus for inserting a detonator into a door on an end fitting and closing the door into a recess of the end fitting, enabling a quick wireless install of a detonator and resulting in a side-by-side arrangement between the detonator and the detonating cord.

Abstract: Embodiments relate to an implantable device. Specifically, a device includes a flexible connection component that includes a set of conductive filaments that connect a set of electrodes (or traces connected to the electrodes) and circuitry that receives and/or transmits electronic signals from and/or to the electrodes.

Abstract: The subject matter of this specification can be embodied in, among other things, a fluid flow conditioning apparatus that includes a linear fluid conduit configured to define a linear fluid flow path, a fluid inlet defining an inlet fluid flow path that is non-parallel to the linear fluid flow path, a first fluid flow conditioner having a first conditioner configured to receive fluid flow along the inlet fluid flow path, condition fluid flow, and redirect conditioned fluid flow away from the inlet fluid flow path along the linear fluid flow path along the major axis, a second fluid flow conditioner configured to receive fluid flow from the linear fluid flow path along the major axis, redirect fluid flow away from the linear fluid flow path along an outlet fluid flow path that is non-parallel to the linear fluid flow path, and condition fluid flow, and a fluid outlet.

Abstract: Disclosed herein are radiotherapy methods and systems that can display a workflow-oriented graphical user interface(s). In an embodiment, a method comprises presenting, by a server, a graphical user interface for display on a screen positioned on a gantry of a radiotherapy machine, wherein the graphical user interface comprises a page corresponding to a radiotherapy treatment of a patient, wherein the page comprises a first graphical element indicating at least one attribute of the alignment data corresponding to the radiotherapy treatment of the patient.

Abstract: A display system can include a head-mounted display configured to project light to an eye of a user to display augmented reality image content to the user. The display system can include one or more user sensors configured to sense the user and can include one or more environmental sensors configured to sense surroundings of the user. The display system can also include processing electronics in communication with the display, the one or more user sensors, and the one or more environmental sensors. The processing electronics can be configured to sense a situation involving user focus, determine user intent for the situation, and alter user perception of a real or virtual object within the vision field of the user based at least in part on the user intent and/or sensed situation involving user focus. The processing electronics can be configured to at least one of enhance or de-emphasize the user perception of the real or virtual object within the vision field of the user.