Abstract: In some implementations, a device may receive an image that depicts an environment associated with a vehicle. The device may partition the image into a plurality of subsections. The device may analyze the plurality of subsections to determine respective subsection information, wherein subsection information, for an individual subsection, indicates: a probability score that the subsection includes a line segment associated with an object class, a position of a representative point of the line segment, and a direction of the line segment. The device may identify, based on the respective subsection information of the plurality of subsections, a line associated with the object class that is associated with a set of subsections of the plurality of subsections. The device may perform one or more actions based on identifying the line associated with the object class.

Abstract: In some implementations, a device may receive an image that depicts an environment associated with a vehicle. The device may partition the image into a plurality of subsections. The device may analyze the plurality of subsections to determine respective subsection information, wherein subsection information, for an individual subsection, indicates: a probability score that the subsection includes a line segment associated with an object class, a position of a representative point of the line segment, and a direction of the line segment. The device may identify, based on the respective subsection information of the plurality of subsections, a line associated with the object class that is associated with a set of subsections of the plurality of subsections. The device may perform one or more actions based on identifying the line associated with the object class.

Abstract: In some implementations, a device may receive an image that depicts an environment associated with a vehicle. The device may partition the image into a plurality of subsections. The device may analyze the plurality of subsections to determine respective subsection information, wherein subsection information, for an individual subsection, indicates: a probability score that the subsection includes a line segment associated with an object class, a position of a representative point of the line segment, and a direction of the line segment. The device may identify, based on the respective subsection information of the plurality of subsections, a line associated with the object class that is associated with a set of subsections of the plurality of subsections. The device may perform one or more actions based on identifying the line associated with the object class.

Abstract: A method for processing a flow of data from a plurality of devices (1) is disclosed. The method comprises the following steps: receiving a data package (100) from a device (1); detecting whether said data package (100) relates to an active device (1) or a non-active device; and: if the data package (100) relates to an active device (1), delivering the data to a data processing facility (30); and if the data package relates to a non-active device (1), storing the data package in a raw-data archive (14).

Abstract: A method for processing a flow of data from a plurality of devices (1) is disclosed. The method comprises the following steps: receiving a data package (100) from a device (1); detecting whether said data package (100) relates to an active device (1) or a non-active device; and: if the data package (100) relates to an active device (1), delivering the data to a data processing facility (30); and if the data package relates to a non-active device (1), storing the data package in a raw-data archive (14).