Abstract: An apparatus for sign detection includes a point cloud analysis module, an image analysis module, a frustum comparison module, and a sign detector. The point cloud analysis module is configured to receive point cloud data associated with a geographic region and classify at least one point neighborhood in the point cloud data as planar and a sign position candidate. The image analysis module is configured to receive image data associated with the geographic region and calculate a sighting frustum from the image data. The frustum comparison module is configured to perform a comparison of the sighting frustum to the sign position candidate having at least one point neighborhood classified as planar. The sign detector is configured to provide a location for the sign detection in response to the comparison of the sighting frustum to the sign position candidate.

Abstract: A method of an onboard device may include receiving component data related to a component of the vehicle during an operation of the vehicle; determining that the component data satisfies a first threshold during the operation of the vehicle; generating a condition indicator that indicates that the component data satisfies the first threshold, based on determining that the component data satisfies the first threshold during the operation of the vehicle; and transmitting the condition indicator to a remote server via a network during the operation of the vehicle. The remote server may determine whether a number of condition indicators, including the condition indicator, received from the onboard device of the vehicle satisfies a second threshold, and selectively generate an alert associated with the component of the vehicle based on determining whether the number of condition indicators received.

Abstract: An apparatus for sign detection includes a point cloud analysis module, an image analysis module, a frustum comparison module, and a sign detector. The point cloud analysis module is configured to receive point cloud data associated with a geographic region and classify at least one point neighborhood in the point cloud data as planar and a sign position candidate. The image analysis module is configured to receive image data associated with the geographic region and calculate a sighting frustum from the image data. The frustum comparison module is configured to perform a comparison of the sighting frustum to the sign position candidate having at least one point neighborhood classified as planar. The sign detector is configured to provide a location for the sign detection in response to the comparison of the sighting frustum to the sign position candidate.

Abstract: An apparatus for sign detection includes a point cloud analysis module, an image analysis module, a frustum comparison module, and a sign detector. The point cloud analysis module is configured to receive point cloud data associated with a geographic region and classify at least one point neighborhood in the point cloud data as planar and a sign position candidate. The image analysis module is configured to receive image data associated with the geographic region and calculate a sighting frustum from the image data. The frustum comparison module is configured to perform a comparison of the sighting frustum to the sign position candidate having at least one point neighborhood classified as planar. The sign detector is configured to provide a location for the sign detection in response to the comparison of the sighting frustum to the sign position candidate.

Abstract: Systems and methods for managing and/or exchanging aviation records are provided. One example aspect is directed to a method that includes receiving, at one or more processors, an aviation record in a first format from a first computing system. The method includes performing, at the one more processors, a quality assurance procedure on the aviation record in the first format based on historical data. The method includes determining, at the one or more processors, whether the aviation record in the first format is valid based on the quality assurance procedure. The method includes selectively translating, at the one or more processors, the aviation record into a standardized format based on whether the aviation record in the first format is valid. The method includes storing, at the one or more processors, the aviation record in the standardized format if the aviation record in the first format is valid.

Abstract: An apparatus for sign detection includes a point cloud analysis module, an image analysis module, a frustum comparison module, and a sign detector. The point cloud analysis module is configured to receive point cloud data associated with a geographic region and classify at least one point neighborhood in the point cloud data as planar and a sign position candidate. The image analysis module is configured to receive image data associated with the geographic region and calculate a sighting frustum from the image data. The frustum comparison module is configured to perform a comparison of the sighting frustum to the sign position candidate having at least one point neighborhood classified as planar. The sign detector is configured to provide a location for the sign detection in response to the comparison of the sighting frustum to the sign position candidate.

Abstract: Systems and methods for managing and/or exchanging aviation records are provided. One example aspect is directed to a method that includes receiving, at one or more processors, an aviation record in a first format from a first computing system. The method includes performing, at the one more processors, a quality assurance procedure on the aviation record in the first format based on historical data. The method includes determining, at the one or more processors, whether the aviation record in the first format is valid based on the quality assurance procedure. The method includes selectively translating, at the one or more processors, the aviation record into a standardized format based on whether the aviation record in the first format is valid. The method includes storing, at the one or more processors, the aviation record in the standardized format if the aviation record in the first format is valid.

Abstract: The present disclosure describes testing resiliency plans for applications on alternate hosts within production environments instead of simulated environments. Embodiments herein disclose determining resiliency components for an application being tested and determining related resiliency components from related applications. Embodiments herein further disclose determining one or more dependencies between a first resiliency component and both the resiliency components from the application being tested and related applications. Furthermore, mapping resiliency component dependencies between the resiliency components of the application and with the related resiliency components is disclosed. Finally, the first resiliency component and the related resiliency components are moved from a home host location to an alternate host location for a period of time in a real production environment.

Abstract: The present disclosure describes testing resiliency plans for applications on alternate hosts within production environments instead of simulated environments. Embodiments herein disclose determining resiliency components for an application being tested and determining related resiliency components from related applications. Embodiments herein further disclose determining one or more dependencies between a first resiliency component and both the resiliency components from the application being tested and related applications. Furthermore, mapping resiliency component dependencies between the resiliency components of the application and with the related resiliency components is disclosed. Finally, the first resiliency component and the related resiliency components are moved from a home host location to an alternate host location for a period of time in a real production environment.