Volkswagen Ag

Volkswagen a En Gesellschaft

Yasin Bayzidi

Fabian Hüger

Peter Schlicht

Serin Varghese

Ruby Moritz

Sharat Gujamagadi

Shahrooz Sadeghi Borujeni

Sven Crull

The present invention relates to a method, a computer program, and an apparatus for training a neural network for semantic image segmentation. The invention further relates to an in-car control unit or a backend system, which make use of such a method or apparatus, and to a vehicle comprising such an in-car control unit. In some embodiments and in a first step, image data of a sequence of image frames are received. Then a frame-based evaluation of semantic segmentation predictions of one or more objects in individual image frames is performed. Furthermore, a sequence-based evaluation of temporal characteristics of semantic segmentation predictions of said one or more objects in at least two image frames is performed. The results of the frame-based evaluation and the sequence-based evaluation are combined.

Method for training a neural network for semantic image segmentation

Disclosed is a method for automatically executing a vehicle function of a vehicle based on spatially resolved raw sensor data for environment perception generated by at least one sensor of the vehicle. The method comprises

Method for automatically executing a vehicle function, method for evaluating a computer vision method and evaluation circuit for a vehicle

An inspection device and a method for checking an object produced by sintering for potential defects, wherein if at least one predefined prerequisite is satisfied, at least one image is recorded of at least part of the object via an imaging device in the inspection device, and it is checked by the inspection device whether a defect can be detected in the object in at least one image. A predication relating to a potential defect in the object is provided to the inspection device prior to recording the at least one image, and at least one imaging parameter is determined on the basis of the prediction, wherein the at least one image is recorded on the basis of the at least one determined imaging parameter.

Inspection device and method for checking an object produced by sintering for defects

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Braunschweig, Germany

Yasin Bayzidi