METHOD AND APPARATUS FOR SURROUND VIEW MONITOR-BASED PARKING ASSISTANCE USING A MACHINE LEARNING MODEL

A computer implementation method for performing a method for SVM-based parking assistance by utilizing a machine learning model, the computer implementation method comprising: acquiring a vehicle surrounding image using a plurality of cameras; detecting, by the machine learning model, feature points of an edge and a corner of a parking space based on the vehicle surrounding image, calculating a distance between the feature points, and estimating at least one of a location, length, or width of the parking space; and providing the vehicle surrounding image and visual information together on a display of a vehicle so that the vehicle is able to determine whether it is possible to park in the parking space.