Abstract A data patching method, device, equipment and storage medium for parking lots is provided, Calculating the corresponding spatial similarity probability of parking lot clusters, calculating the data similarity between two sample parking lots in the same parking lot cluster, calculating the data similarity probability of the parking lot clusters under the similar spatial condition according to the data similarity and the spatial similarity probability corresponding to the parking lot clusters, patching data of the parking lots to be patched in parking lot clusters through recurrent generative adversarial networks (GANs) when the data similarity probability under the similar spatial condition exceeds the probability threshold, thus to conduct relatively accurate data modification on parking lots to be patched without relying on the prior knowledge of the parking lots to be patched, which effectively saves the costs of data acquisition for parking lots. Obtaining a pre-collected collection of urban parking lots, calculating S101 the spatial similarity between two parking lots according to the spatial characteristics and preset spatial similarity measurement model of each parking lot in the collection of urban parking lots. The parking lots comprises parking lots to be patched and sample parking lots Clustering the parking lots into different clusters according to the spatial similarity between two parking lots, and calculating the corresponding spatial similarity probability of each parking lot cluster Calculating the data similarity between two sample parking lots in the same parking lot cluster, and calculating the data similarity probability of the parking lot clusters under the similar spatial condition according to the data similarity between two sample parking lots and the spatial similarity probability corresponding to the parking lot clusters Patching data of the parking lots to be patched in the parking lot clusters according to the parking data of the sample parking lots in the parking lot clusters and the preset recurrent GANs when the data similarity probability under the similar spatial condition exceeds the probability threshold Fig. 1
PARKING LOT DATA REPAIR METHOD AND APPARATUS, DEVICE AND STORAGE MEDIUM
2021-02-11
Patent
Elektronische Ressource
Englisch
Parking lot data repair method and apparatus, device and storage medium
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