Intelligent parking target detection method and system

The invention relates to an intelligent parking target detection method and system, and the method comprises the steps: obtaining an original image sample set, carrying out the preprocessing of the original image sample set, and obtaining an original sample image and a labeled sample image; performing sample fusion on the original sample image and the labeled sample image, and inputting the sample image into an abnormal object detection model for training to obtain a model output category; and performing gray processing on a to-be-detected picture, inputting the to-be-detected picture into the trained abnormal object detection model, and sending two obtained output categories into the abnormal detection object inference engine to obtain a final detection result. According to the invention, the problem of target loss in shielding target detection can be effectively solved by using the abnormal object detection model, and the target detection precision in the whole target detection process is greatly improved.