Abstract: Methods (1100) and systems (800) for updating ML models. The method is performed by a client computing device (704(1)). In one aspect, the method comprises obtaining (s1102) a first machine learning (ML) model. The first ML model is configured to receive input data set and to generate first output data set. The method further comprises training (s1104) a second ML model 5 based at least on the input data set and the first output data set, obtaining (s1106), as a result of training the second ML model, a third ML model, and deploying the third ML model.

Abstract: A method for controlling a driving assistance feature of a vehicle is disclosed. The method includes determining a state of a driver of the vehicle by means of a driver monitoring system (DMS) the state of the driver comprising at least one attention parameter, and comparing the determined state of the driver with a predefined attention model. The predefined attention model includes an independent threshold range for each attention parameter. The method further includes controlling the driving assistance feature based on the comparison between the determined state of the driver and the predefined attention model.

Abstract: A method for controlling a driving assistance feature of a vehicle is disclosed. The method comprises determining a state of a driver of the vehicle by means of a driver monitoring system (DMS) the state of the driver comprising at least one attention parameter, and comparing the determined state of the driver with a predefined attention model. The predefined attention model comprises an independent threshold range for each attention parameter. The method further comprises controlling the driving assistance feature based on the comparison between the determined state of the driver and the predefined attention model.

Abstract: A rooftop cargo carrier including a base, a lid, fixation members, and at least two ground contact sections. The base has an interior space for stowing goods. The lid is hingedly coupled with the base, and the lid is configured to open and close. The fixation members are configured to attach the cargo carrier to a vehicle. The at least two ground contact sections are configured to support the cargo carrier on a substantially level ground and configured to protect the fixation members.

Abstract: A lid for a cargo carrier having a reinforced front portion for reducing a flexibility of the lid at least in the reinforced front portion. The reinforced front portion includes a reinforcing structure. The reinforcing structure includes at least two continuous elongate reinforcing sections. Each of the at least two continuous elongate reinforcing sections extends along or is defined in an inner surface of the lid and has a different main extension direction. At least two of the at least two continuous elongate reinforcing sections cross each other and each of the at least two continuous elongate reinforcing sections extends along a path defined by a differentiable function.

Abstract: A lid for a cargo carrier having a reinforced front portion for reducing a flexibility of the lid at least in the reinforced front portion. The reinforced front portion includes a reinforcing structure. The reinforcing structure includes at least two continuous elongate reinforcing sections. Each of the at least two continuous elongate reinforcing sections extends along or is defined in an inner surface of the lid and has a different main extension direction. At least two of the at least two continuous elongate reinforcing sections cross each other and each of the at least two continuous elongate reinforcing sections extends along a path defined by a differentiable function.

Abstract: The invention concerns a cargo carrier comprising abase having a trough shape with an interior space for stowing goods to be transported therein and an openable and closable lid hingedly coupled with the base. The cargo carrier further comprises an add-on portion attached to at least one of the base and the lid, wherein the add-on portion enlarges the overall external volume of the cargo carrier. The invention further concerns a method for manufacturing such a cargo carrier.

Abstract: The present disclosure relates to a method of compacting an ash deposited in a particulate filter for a vehicle exhaust gas system, the method includes the steps of: a) providing a low-temperature melting salt to the particulate filter, thereby forming a mixture of the ash and the low-temperature melting salt: and b) heating the particulate filter to a compaction temperature, thereby compacting the mixture of the ash and the low-temperature melting salt. The disclosure further relates to engine oils, dosage products, engine systems and vehicles for implementing such a method.

Abstract: A vacuum cleaner having a profile arrangement with a profile having a first profile part and a second profile part. The second profile part is arranged to at least partly enclose the first profile part and the first profile part is slidable into the second profile part for adjustment of a length of the profile. The housing is moveably attached to the profile, such that the housing is moveable along at least a part of the length of the profile.

Abstract: The invention concerns a cargo carrier comprising abase having a trough shape with an interior space for stowing goods to be transported therein and an openable and closable lid hingedly coupled with the base. The cargo carrier further comprises an add-on portion attached to at least one of the base and the lid, wherein the add-on portion enlarges the overall external volume of the cargo carrier. The invention further concerns a method for manufacturing such a cargo carrier.