METHOD FOR TRAINING AN ALGORITHM FOR RECOGNIZING PREDETERMINED PATTERNS IN IMAGE DATA, CAMERA SYSTEM AND MOTOR VEHICLE

摘要

The invention relates to a method for training an algorithm (18) for recognizing predetermined patterns in image data provided by means of a camera of a motor vehicle, including the steps of: a) providing (S1) a test database (17) with test image data, wherein the test image data includes an overall amount (G) of patterns; b) selecting (S2) an exemplary subset (S) of patterns, which are representative of predetermined objects; c) first training (S3) of the algorithm (18) based on the selected subset (S) of the patterns and herein providing a preliminarily trained algorithm (18); d) applying (S4) the preliminarily trained algorithm (18) to the entire test database (17) and herein providing a result list (19) of entries; e) discarding (S5) entries from the result list (19), in which the association of the recognized pattern with the object has been correctly performed by the preliminarily trained algorithm (18); and f) second training (S6) of the preliminarily trained algorithm (18) based on the remaining entries.