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Parking lot flow prediction method and device, electronic equipment and storage medium

A traffic forecasting and parking lot technology, applied in the computer field, can solve the problem of low accuracy of traffic forecasting

Active Publication Date: 2020-04-03
JINGDONG CITY BEIJING DIGITS TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] In view of this, the embodiment of the present application provides a parking lot flow forecasting method, device, electronic equipment, and storage medium, so as to at least solve the problem of low accuracy of flow forecasting in the related art when forecasting the parking lot flow

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  • Parking lot flow prediction method and device, electronic equipment and storage medium
  • Parking lot flow prediction method and device, electronic equipment and storage medium
  • Parking lot flow prediction method and device, electronic equipment and storage medium

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Embodiment Construction

[0059] In the following description, specific details such as specific system structures and technologies are presented for the purpose of illustration rather than limitation, so as to thoroughly understand the embodiments of the present application. It will be apparent, however, to one skilled in the art that the present application may be practiced in other embodiments without these specific details. In other instances, detailed descriptions of well-known systems, devices, and methods are omitted so as not to obscure the description of the present application with unnecessary detail.

[0060] It should be noted that the technical solutions described in the embodiments of the present application may be combined arbitrarily if there is no conflict.

[0061] In addition, in the examples of the present application, "first", "second", etc. are used to distinguish similar objects, and are not necessarily used to describe a specific sequence or sequence.

[0062]In related technol...

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Abstract

The invention discloses a parking lot flow prediction method and device, electronic equipment and a storage medium. The parking lot flow prediction method comprises the following steps: determining parking lot characteristics at at least one moment, wherein the parking lot characteristics at least comprise inflow flow and outflow flow of the parking lot; generating a first time sequence of the parking lot based on the parking lot characteristics of the at least one moment; inputting the first time sequence into a first network for encoding to obtain a first vector, wherein the first network isan encoder in a Seq2Seq network; and obtaining a third vector by using the first vector, and inputting the third vector into a second network for decoding to obtain a second time sequence, wherein the second network is a decoder in the Seq2Seq network, and the second network is a decoder in the Seq2Seq network, and the second time sequence represents the inflow flow and outflow flow of the parking lot at at least one moment in the future.

Description

technical field [0001] The present application relates to the field of computer technology, and in particular to a parking lot flow forecasting method, device, electronic equipment and storage medium. Background technique [0002] The parking lot is the key to ensuring the operational efficiency of traffic and surrounding formats and facilitating the travel of residents. Therefore, in the process of building a smart city, the parking lot is an indispensable and important construction link. Predicting the traffic flow of the parking lot can help the full and rational use of parking space resources and alleviate traffic congestion. [0003] In related technologies, the flow forecasting method applied to the road network is transferred to the traffic forecasting of the parking lot, resulting in low accuracy of the traffic forecasting of the parking lot. Contents of the invention [0004] In view of this, the embodiments of the present application provide a parking lot flow f...

Claims

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Application Information

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IPC IPC(8): G06Q10/04G06N3/04
CPCG06Q10/04G06N3/045Y02T10/40
Inventor 郜贺鹏郑宇张钧波袁野
Owner JINGDONG CITY BEIJING DIGITS TECH CO LTD
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