PARKING SPACE DETECTION METHOD AND APPARATUS, AND DEVICE AND STORAGE MEDIUM

A method and an apparatus for detecting a parking space, a device and a computer-readable storage medium are provided. The method includes: acquiring a top-view image of a scene; performing a learning process on the top-view image to obtain a center-point probability map and four inner-angular-point probability maps, and the center-point probability map includes a predicted probability of each pixel in the top-view image being a center point, each of the inner-angular-point probability maps includes a predicted probability of each pixel in the top-view image being an inner angular point, and the four inner-angular-point probability maps correspond to different types of inner angular points of a parking space; and obtaining a parking space detection result for the top-view image based on the center-point probability map and four inner-angular-point probability maps.