{
  "$type": "site.standard.document",
  "coverImage": {
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  "description": "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…",
  "path": "/patents/1423125",
  "publishedAt": "2026-06-18T00:00:00.000Z",
  "site": "at://did:plc:oql6ds5vnff4ugar6rruliwd/site.standard.publication/3mn3ohu7oxx5w",
  "tags": [
    "B60W30/06",
    "HYUNDAI MOTOR COMPANY"
  ],
  "textContent": "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.",
  "title": "METHOD AND APPARATUS FOR SURROUND VIEW MONITOR-BASED PARKING ASSISTANCE USING A MACHINE LEARNING MODEL"
}