Abstract: Solutions for localizing relevant objects in multi-object images include receiving a multi-object image; detecting a plurality of detected objects within the multi-object image; generating a primary heatmap for the multi-object image, the primary heatmap having at least one region of interest; determining a relevant detected object corresponding to a region of interest in the primary heatmap; determining an irrelevant detected object not corresponding to a region of interest in the primary heatmap; and indicating the relevant detected object as an output result but not indicating the irrelevant detected object as an output result. Some examples identify a plurality of objects that are visually similar to the relevant object and displaying the visually similar objects to a user, for example as recommendations of alternative catalog items on an e-commerce website. Some examples are able to identify a plurality of relevant objects and display multiple sets of visually similar objects.

Abstract: A method, non-transitory computer readable medium, and system for receiving sensor data from one or more sensors disposed on an autonomous vehicle, determining whether a potentially dangerous event is detected in the environment around the autonomous vehicle, and providing automatically at least a portion of the sensor data to a user associated with the autonomous vehicle. The sensor data may comprise measurements associated with an environment around the autonomous vehicle. The determination of the potentially dangerous event may be based on the sensor data. The portion of the sensor data may be provided automatically in response to determining that the potentially dangerous event is detected.

Abstract: Systems and methods to provide a portable alarm, are disclosed herein. The system may include a top component that includes a connector, a first securing protrusion, and a second securing protrusion that extend out a bottom side of the top component; and a base component that includes a narrow cavity, a first notch, a second notch, and a battery-powered circuit board, the first securing protrusion, the second securing protrusion, and the connector engaging with or otherwise connecting with the first notch, the second notch, and the narrow cavity, respectively, to provide secure contact between the top component and the base component, the narrow cavity is linked to the battery-powered circuit board so that responsive to the connector being disengaged from the narrow cavity, an alarm is activated and responsive to the connector being engaged with the narrow cavity, the alarm is deactivated.

Abstract: A wavelength converting layer may have a glass or a silicon porous support structure. The wavelength converting layer may also have a cured portion of wavelength converting particles and a binder filling the porous glass or silicon support structure.

Abstract: A rapid-entry shoe having an elastic element to enlarge a foot opening of the rapid-entry shoe and also having a stabilizer to prevent a rear portion of the rapid-entry shoe from collapsing downward.

Abstract: Systems and methods for filling and sealing a container can include a housing having an opening for receiving containers, a rotary assembly including mount assemblies disposed in the housing, the rotary assembly operable to rotate the of mount assemblies about a central axis, a washing station, a filling station, a steam injector, and cap setter disposed in the housing.

Abstract: A plant growth enhancer including a source of carbon dioxide, a source of carbohydrate, and source of acid in an amount to provide increased retention of carbon dioxide in the soil. A method of enhancing the growth of plants by applying the plant growth enhancer to the soil containing the plant, the acid increasing retention of the carbon dioxide in the soil, and the plant exhibiting enhanced growth from the combination of the carbon dioxide and carbohydrate.

Abstract: A drum brake assembly for use with a wheel end electric drive motor arrangement can generate brake dust, which may accumulate on the electric motor and cause heat retention problems that are detrimental to motor performance and longevity. These issues are addressed by providing an assembly including a support attachable to a vehicle axle element, brake shoes pivotally mountable on the support, and a wheel spindle interconnected with one end of the axle element. A wheel hub is rotatable around the spindle, and an electric motor unit is disposed between an end of the axle element and the spindle to produce rotation of the hub relative to the axle element. A brake drum is securable to the hub for rotation with the hub relative to the spindle by way of the electric motor unit. The brake drum includes a circumferential perimeter wall overlying the brake shoes, and a fan rotor is interconnected with that wall for rotation together with the drum and the wheel hub relative to the spindle.

Abstract: A computer-implemented method of associating digital tags with digital files comprises storing a plurality of digital files having embedded therein content data. and metadata including tags; receiving, via a user interface device of a client device, a first tag label containing alphanumeric text created and inputted by a user of the client, device; modifying, using a controller device, a selected first one of the tags of the metadata in a first of the digital files to include the first tag label; receiving, via the user interface device or another user interface device, an instruction to search for all of the digital files having at least the first tag label; responsive to receiving the instruction, automatically searching for all of the digital files having at least the first tag label; and displaying, on a video display device associated with the client device, a first indication of the first tag label.

Abstract: Genetically engineered hosts and methods for their production and use in synthesizing hydrocarbons are provided.

Abstract: A protective housing wherein two parts (102, 104) of the housing may be closed together to encapsulate connectors and associated components that are external to the glazing laminate. The protective housing is sealed to the glazing and between the two parts to provide a fluid-tight housing. The parts of the protective housing are connected to the glazing and to each other by adhesive layers (116, 118, 120). A vehicle glazing (10) wherein a light guide stack (22) is located between a portion of the inner transparency (26) and the outer transparency (28). The light guide stack includes a polycarbonate film (32) that is bonded to the transparencies by layers of PET (38, 40) that are secured to the polycarbonate film on one side by silicone (34, 36) and that are secured to the transparencies on the other side by PVB (42, 44).

Abstract: Shipping container for a temperature-sensitive payload. In one embodiment, the shipping container includes an insulated base having a bottom wall and four side walls. A first thermally conductive member is positioned on the bottom wall. A payload box is centered on top of the first thermally conductive member, and four frozen packs, each having a thickness matching the height of the payload box, are positioned along the four sides of the payload box. An insulating frame may be placed around the payload box to keep the frozen packs from directly contacting the payload box. A second thermally conductive member is positioned on top of the payload box and the four frozen packs, and an insulated lid is positioned on top of the second thermally conductive member and the four side walls of the base. One, both or neither of the thermally conductive members may be removed to optimize seasonal suitability.

Abstract: The present disclosure is generally directed to compositions that include antibodies, e.g., monoclonal, antibodies, antibody fragments, etc., that specifically bind a TREM2 protein, e.g., a mammalian TREM2 or human TREM2, and use of such compositions in preventing, reducing risk, or treating an individual in need thereof.

Abstract: Tenon-mounted lighting fixtures with high structural integrity are provided. In one embodiment, the lighting fixture has a housing that has an integrally formed tenon cradle, which is configured to receive a tenon of a light pole. A light source is also mounted on a bottom side of the housing. The tenon cradle is between a first bolt boss and a second bolt boss, and is in communication with a rear opening of the housing. The first and second bolt bosses may be integrally formed in the housing. The tenon cradle includes multiple ribs. An arcuate cross rib resides in a first plane in which a first bolt shaft of the first bolt boss and a second bolt shaft of the second bolt boss reside. An axial rib intersects the arcuate cross rib and runs perpendicular to the first plane.

Abstract: An adapter structure for fixing a portion of a telecommunications cable to a telecommunications device and directing fibers within the cable into the device includes a crimp body and an outer mounting body. The crimp body defines a first side and a second side separated by a center portion and also includes two flexible legs extending from the first side and an integral crimp portion extending from the second side that has outer surface texturing. The outer mounting body includes a through-hole, where the two flexible legs of the crimp body fit into one end of the through-hole. It also includes tabs on opposing sides of the outer mounting body for slidable insertion into slots defined by the telecommunications device to prevent movement of the outer mounting body in a front to back direction, relative to the device.

Abstract: Systems, methods and computer-readable storage media that be used to configure an animated content item based on a position of the animated content item within a viewport of a computing device upon which the animated content item is presented. One method includes providing, to a first computing device, an animation configuration interface configured to allow selection via the first computing device of a position-dependent setting comprising a position within the viewport at which a property of the animated content item changes. The method further includes receiving, by a second computing device, the position-dependent setting and configuring the property of the animated content item based on the position-dependent setting such that the animated content item is configured to change the property when presented within a viewport of the second computing device at the position of the viewport in accordance with the position-dependent setting.

Abstract: A memory apparatus and method of operation is provided. The apparatus includes a block having memory cells connected to word lines and arranged in strings and is divided into a first sub-block and a second sub-block each configured to be erased as a whole in an erase operation. The apparatus has a temperature measuring circuit configured to detect an ambient temperature of the apparatus. A control circuit is configured to determine a word line inhibit voltage based on the ambient temperature. The control circuit applies an erase voltage to each of the strings while simultaneously applying a word line erase voltage to the word lines associated with a selected one of the first and second sub-blocks to encourage erasing and the word line inhibit voltage to the word lines associated with an unselected one of the first and second sub-blocks to discourage erasing in the erase operation.

Abstract: Systems and methods for generating motion forecast data for actors with respect to an autonomous vehicle and training a machine learned model for the same are disclosed. The computing system can include an object detection model and a graph neural network including a plurality of nodes and a plurality of edges. The computing system can be configured to input sensor data into the object detection model; receive object detection data describing the location of the plurality of the actors relative to the autonomous vehicle as an output of the object detection model; input the object detection data into the graph neural network; iteratively update a plurality of node states respectively associated with the plurality of nodes; and receive, as an output of the graph neural network, the motion forecast data with respect to the plurality of actors.

Abstract: A system includes control circuitry that obtains radar data from each repeater device of a network of repeater devices. A plurality of signal propagation indicators is determined, and a three-dimensional representation of a geographical area is generated based on the obtained radar data and plurality of signal propagation indicators. A location and movement of a plurality of user devices in the geographical area is tracked and a beamforming scheme is selected for one or more repeater devices of the network of repeater devices. An out-of-band control of operations of the network of repeater devices is executed based on the generated three-dimensional representation, the selected beamforming scheme for the one or more repeater devices, and the tracked location and movement of the plurality of user devices in the geographical area, for example, to achieve high dates, less interference, and increased signal strength and gain.

Abstract: An oral gel composition suitable for the treatment of oral leukoplakia comprising a combination of diclofenac with hyaluronic acid and methods of administering the oral gel that may include a device that prolongs contact time of the oral gel with the areas of the mucosa that are affected by oral leukoplakia.