Abstract: Non-limiting examples of the present disclosure describe query classification to identify appropriateness of a query. A query may be received by at least one processing device. A deep neural network (DNN) model may be applied to evaluate the query. A vector representation may be generated for query based on application of the DNN model, where the DNN model is trained to classify queries according to a plurality of categories of appropriateness. The DNN model may be utilized to classify the query in a category of appropriateness based on analysis of the vector representation. In one example, auto-complete suggestions for the query may be filtered based on the classification of the category of appropriateness. In another example, classification of the query may be provided to an entry point. In yet another example, a response to the query is managed based on the classification of the query. Other examples are also described.

Abstract: A vehicle storage convenience shelf, comprising: a rectangular frame having a longitudinal axis, and first and second generally parallel spaced-apart edges extending along said longitudinal axis; wherein, front side of the generally parallel spaced-apart edges have more height than the rear side of the generally parallel spaced-apart edges; a blocking flange or lip type extension joined to the front side of the rectangular frame; and a support flange joined to the rear edge of the shelf top or rectangular frame.

Abstract: A system for capturing aerial images, the system comprising at least one camera unit, the at least one camera unit comprising at least one detail camera, the pointing direction of the at least one detail camera time-multiplexed via a steerable mirror to implement a virtual array of cameras with overlapping fields of view, thereby to allow the at least one detail camera to capture an extended field of view.

Abstract: A system for capturing aerial images, the system comprising four steerable detail camera modules, each steerable detail camera module comprising a detail camera and a beam-steering mechanism in an optical path of the detail camera module whereby the pointing direction of the detail camera is time-multiplexed to provide a wider effective field of view, the beam-steering mechanism comprising a first steerable mirror.

Abstract: A system for capturing aerial images, the system comprising four steerable detail camera modules, each steerable detail camera module comprising a detail camera and a beam-steering mechanism in an optical path of the detail camera module whereby the pointing direction of the detail camera is time-multiplexed to provide a wider effective field of view, the beam-steering mechanism comprising a first steerable mirror.

Abstract: The present invention relates to novel cleaning compositions that are substantially free of cocamide diethanolamine. In an aspect of the invention, the compositions utilize a surfactant system and coupling agents as a replacement for the rheology modifier cocamide diethanolamine. The combination of a surfactant system and coupling agents can be used as a replacement for traditional rheology modifiers and foaming agents which are under regulatory pressure while providing concentrated liquid cleaning compositions with a viscosity of 400 cps or less. In another aspect the invention relates to novel cleaning compositions such as pot and pan soaking compositions, dishwashing compositions, food and beverage foaming cleaners, vehicle cleaning and the like suitable for use in hard water, which can be solid or liquid. The invention further relates to methods of making these compositions, and to methods employing these compositions.

Abstract: A volumetric metering system for metering a product in an agricultural machine is presented. In one example, the volumetric metering system comprises a roller element, a drive mechanism configured to rotationally drive the roller element to convey the product along a conveyance path to a product receiving component, and a guide element disposed on a side of the roller element. The guide element is configured to guide the product along the conveyance path, and is biased towards the roller element.

Abstract: A product distribution device shown as an agricultural air seeder in which product distribution can be selective stopped and started in sections of the machine width. The functioning of the section control system is monitored by sensors that directly detect the control member position as opposed to sensing the commanded position of the control member. Likewise, in generating a map of the area covered, the actual detected position of the control member is used instead of the commanded position of the control member. An operator is notified of inconsistencies between the commended position of the control member and the sensed position.

Abstract: A system for capturing aerial images, the system comprising at least one steerable camera module, the steerable camera module comprising a camera and a beam-steering mechanism in the optical path of the camera module whereby the pointing direction of the camera is time-multiplexed to provide a wider effective field of view, the beam-steering mechanism comprising a steerable mirror tilted with respect to an optical axis of the camera module, the steerable mirror adapted to spin about the optical axis to effect beam steering.

Abstract: A system for capturing aerial images, the system comprising at least one camera unit, the camera unit comprising a plurality of steerable detail camera modules, each steerable detail camera module comprising a detail camera and a beam-steering mechanism in the optical path of the camera whereby the pointing direction of the camera is time-multiplexed to provide a wider effective field of view.

Abstract: A system for capturing aerial images, the system comprising four steerable detail camera modules, each steerable detail camera module comprising a detail camera and a beam-steering mechanism in an optical path of the detail camera module whereby the pointing direction of the detail camera is time-multiplexed to provide a wider effective field of view, the beam-steering mechanism comprising a first steerable mirror.

Abstract: A system for capturing aerial images, the system comprising at least one steerable camera module, the steerable camera module comprising a camera and a beam-steering mechanism in the optical path of the camera module whereby the pointing direction of the camera is time-multiplexed to provide a wider effective field of view, the beam-steering mechanism comprising a steerable mirror tilted with respect to an optical axis of the camera module, the steerable mirror adapted to spin about the optical axis to effect beam steering.

Abstract: A system for capturing aerial images, the system comprising at least one camera unit, the camera unit comprising a plurality of steerable detail camera modules, each steerable detail camera module comprising a detail camera and a beam-steering mechanism in the optical path of the camera whereby the pointing direction of the camera is time-multiplexed to provide a wider effective field of view.

Abstract: A system for capturing aerial images, the system comprising at least one camera unit, the at least one camera unit comprising at least one detail camera, the pointing direction of the at least one detail camera time-multiplexed via a steerable mirror to implement a virtual array of cameras with overlapping fields of view, thereby to allow the at least one detail camera to capture an extended field of view.

Abstract: A system for capturing aerial images, the system comprising at least one overview camera, a plurality of detail cameras, and a frame for holding the cameras, each detail camera having a longer focal length than the at least one overview camera, each detail camera mounted at a different angle laterally so that the fields of view of the detail cameras overlap to form an extended lateral field of view, the frame comprising a center support, each side of the center support supporting at least some of the cameras.

Abstract: A system for capturing aerial images, the system comprising at least one steerable camera module, the steerable camera module comprising a camera and a beam-steering mechanism in the optical path of the camera module whereby the pointing direction of the camera is time-multiplexed to provide a wider effective field of view, the beam-steering mechanism comprising a steerable mirror tilted with respect to an optical axis of the camera module, the steerable mirror adapted to spin about the optical axis to effect beam steering.

Abstract: The visual similarity between fonts is determined using visual descriptors of character images in the fonts. A model used to generate the visual descriptors may include a set of letterforms, keypoint locations on each letterform, and detail shapes at zero, one, or more detail areas on the letterform. In some instances, the model may also set forth one or more geometric measurements. Based on the model, a visual descriptor may be generated for a character image from a font by identifying a letterform of the character image, identifying keypoint locations on the character image, and identifying a detail shape at any detail areas on the character image. Additionally, the visual descriptor may include any geometric measurement defined by the model. The visual similarity between two fonts may be determined as a function of the differences between pairs of visual descriptors for the fonts that correspond with the same letterform.

Abstract: A shipping container load securer including a pallet and a box connected to the pallet and filled with a filler, wherein the pallet and the box are substantially the same size and shape as a standardized crate used to package goods for transport in shipping containers. The load securer fills voids in partially filled shipping containers, enabling the shipping container to be tightly packed and preventing the movement of goods-filled crates during transport to minimize damage to the goods in the crates in the shipping container, while not substantially increasing the weight of the container.

Abstract: Tbx5 and Tbx3 were shown to be key determinants of regional identity in the AVCS. Various embodiments relate to increasing the amount of Tbx5 or Tbx3 in a cardiomyoctye whereby the cardiomycyte is converted to a fast conducting cardiomyocyte or a slow conducting nodal cell, respectively. Further embodiments employ the fast conducting cardiomyocytes and nodal cells in therapeutic methods and in methods for screening compounds for effect on these cell types.

Abstract: A system for capturing aerial images, the system comprising at least one camera unit, the camera unit comprising at least one overview camera, a plurality of detail cameras, and a frame for holding the cameras, each detail camera having a longer focal length than the at least one overview camera, each detail camera mounted at a different angle laterally so that the fields of view of the detail cameras overlap to form an extended lateral field of view.