CN114912953A - Information pushing method, information display method and device and automatic driving bus - Google Patents
Information pushing method, information display method and device and automatic driving bus Download PDFInfo
- Publication number
- CN114912953A CN114912953A CN202210505980.5A CN202210505980A CN114912953A CN 114912953 A CN114912953 A CN 114912953A CN 202210505980 A CN202210505980 A CN 202210505980A CN 114912953 A CN114912953 A CN 114912953A
- Authority
- CN
- China
- Prior art keywords
- information
- target
- vehicle
- push
- public transportation
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000000034 method Methods 0.000 title claims abstract description 75
- 238000012544 monitoring process Methods 0.000 claims description 36
- 230000006399 behavior Effects 0.000 claims description 13
- 238000004590 computer program Methods 0.000 claims description 11
- 238000012806 monitoring device Methods 0.000 claims description 10
- 230000000694 effects Effects 0.000 abstract description 7
- 238000013473 artificial intelligence Methods 0.000 description 15
- 238000012545 processing Methods 0.000 description 11
- 238000010586 diagram Methods 0.000 description 9
- 238000004891 communication Methods 0.000 description 8
- 238000007405 data analysis Methods 0.000 description 5
- 230000006870 function Effects 0.000 description 4
- 238000007726 management method Methods 0.000 description 4
- 230000008569 process Effects 0.000 description 4
- 238000004422 calculation algorithm Methods 0.000 description 3
- 230000003993 interaction Effects 0.000 description 3
- 230000002452 interceptive effect Effects 0.000 description 3
- 230000004048 modification Effects 0.000 description 3
- 238000012986 modification Methods 0.000 description 3
- 230000003287 optical effect Effects 0.000 description 3
- 230000001680 brushing effect Effects 0.000 description 2
- 238000004080 punching Methods 0.000 description 2
- 238000013459 approach Methods 0.000 description 1
- 238000003491 array Methods 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
- 230000001413 cellular effect Effects 0.000 description 1
- 238000010276 construction Methods 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 239000000284 extract Substances 0.000 description 1
- 238000000605 extraction Methods 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 239000004973 liquid crystal related substance Substances 0.000 description 1
- 238000010801 machine learning Methods 0.000 description 1
- 239000013307 optical fiber Substances 0.000 description 1
- 239000004065 semiconductor Substances 0.000 description 1
- 230000001953 sensory effect Effects 0.000 description 1
- 230000000391 smoking effect Effects 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
- 230000000007 visual effect Effects 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0241—Advertisements
- G06Q30/0251—Targeted advertisements
- G06Q30/0265—Vehicular advertisement
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0241—Advertisements
- G06Q30/0251—Targeted advertisements
- G06Q30/0255—Targeted advertisements based on user history
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0241—Advertisements
- G06Q30/0272—Period of advertisement exposure
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
Landscapes
- Business, Economics & Management (AREA)
- Engineering & Computer Science (AREA)
- Accounting & Taxation (AREA)
- Development Economics (AREA)
- Finance (AREA)
- Strategic Management (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Entrepreneurship & Innovation (AREA)
- Marketing (AREA)
- General Business, Economics & Management (AREA)
- Economics (AREA)
- Game Theory and Decision Science (AREA)
- Multimedia (AREA)
- Instrument Panels (AREA)
- Traffic Control Systems (AREA)
Abstract
The disclosure provides an information pushing method, an information displaying method and device and an automatic driving bus, relates to the technical field of public transportation, and particularly relates to the field of information pushing. The specific implementation scheme is as follows: the information pushing method comprises the following steps: acquiring characteristic information of an object associated with a public transportation vehicle; determining push information based on the characteristic information; pushing the push information to a target display device, wherein the target display device is associated with the mass transit vehicle. The information pushing method and device can improve the information pushing effect.
Description
Technical Field
The disclosure relates to the technical field of public transportation, in particular to the field of information pushing. In particular to an information pushing method, an information display method and device and an automatic driving bus.
Background
Along with the popularization of the concept of public transport travel, various public transport means are more and more in variety, for example, the existing public transport vehicles generally comprise buses, subways, light rails and the like. Existing public transport vehicles and corresponding platforms typically include a billboard that is typically used for information promotion so that passengers can learn about relevant information of interest while riding the public transport vehicle, thereby improving the passenger riding experience.
Disclosure of Invention
The disclosure provides an information pushing method, an information display method and device and an automatic driving bus.
According to a first aspect of the present disclosure, there is provided an information pushing method, including:
acquiring characteristic information of an object associated with a public transportation vehicle;
determining push information based on the characteristic information;
pushing the push information to a target display device, wherein the target display device is associated with the mass transit vehicle.
According to a second aspect of the present disclosure, there is provided an information display method applied to a target display device, including:
acquiring push information, wherein the push information is matched with characteristic information of an object associated with a public transport vehicle, and the target display equipment is associated with the public transport vehicle;
and displaying the push information.
According to a third aspect of the present disclosure, there is provided an information pushing apparatus including:
an acquisition module for acquiring characteristic information of an object associated with a public transportation vehicle;
a determination module for determining push information based on the characteristic information;
the pushing module is used for pushing the pushing information to a target display device, wherein the target display device is associated with the public transport vehicle.
According to a fourth aspect of the present disclosure, there is provided a target display apparatus comprising:
an acquisition module for acquiring push information, the push information matching with characteristic information of an object associated with a public transportation vehicle, the target display device being associated with the public transportation vehicle;
and the display module is used for displaying the push information.
According to a fifth aspect of the present disclosure, there is provided an autonomous bus comprising the target display device of the fourth aspect.
According to a sixth aspect of the present disclosure, there is provided an electronic device comprising:
at least one processor; and
a memory communicatively coupled to the at least one processor; wherein,
the memory stores instructions executable by the at least one processor to cause the at least one processor to perform the method of the first or second aspect.
According to a seventh aspect of the present disclosure, there is provided a non-transitory computer readable storage medium having stored thereon computer instructions for causing the computer to perform the method of the first or second aspect.
According to an eighth aspect of the present disclosure, there is provided a computer program product comprising a computer program which, when executed by a processor, implements the method of the first or second aspect.
In the embodiment of the disclosure, the corresponding push information is determined according to the characteristic information of the object associated with the public transportation vehicle, and the push information is pushed to the target display device associated with the public transportation vehicle, so that accurate information push of the object in the public transportation vehicle can be realized, and the information push effect is improved.
Drawings
The drawings are included to provide a better understanding of the present solution and are not to be construed as limiting the present disclosure. Wherein:
fig. 1 is a flowchart of an information pushing method provided by an embodiment of the present disclosure;
fig. 2 is a second flowchart of an information pushing method according to an embodiment of the disclosure;
fig. 3 is an interaction diagram of a vehicle cloud and an AI monitoring platform according to an embodiment of the disclosure;
fig. 4 is a flowchart of an information display method provided by an embodiment of the present disclosure;
fig. 5 is a schematic structural diagram of an information pushing apparatus according to an embodiment of the present disclosure;
FIG. 6 is a schematic structural diagram of an acquisition module in an embodiment of the present disclosure;
fig. 7 is a second schematic structural diagram of an information pushing apparatus according to an embodiment of the present disclosure;
fig. 8 is a schematic structural diagram of a target display device according to an embodiment of the present disclosure;
fig. 9 is a block diagram of an electronic device for implementing an information pushing method or an information displaying method according to an embodiment of the present disclosure.
Detailed Description
Exemplary embodiments of the present disclosure are described below with reference to the accompanying drawings, in which various details of the embodiments of the disclosure are included to assist understanding, and which are to be considered as merely exemplary. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the present disclosure. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.
Referring to fig. 1, an information pushing method provided in the embodiment of the present disclosure includes the following steps:
step S101, acquiring characteristic information of an object associated with a public transport vehicle;
step S102, determining push information based on the characteristic information;
step S103, pushing the push information to a target display device, wherein the target display device is associated with the public transport vehicle.
The public transportation vehicles can be various types of public transportation vehicles, such as automatic driving buses, conventional buses, subways, light rails and the like. The objects associated with public transportation vehicles may include: a passenger associated with the mass transit vehicle. The characteristic information may comprise a user representation of the passenger, for example, may comprise the passenger's occupation, gender, age class to which it belongs, etc. The push information may include various types of advertisement information, various public service information, and the like. The target display device may be a display screen in the public transportation vehicle, a display screen in a route of the public transportation vehicle approach, a terminal device of an object associated with the public transportation vehicle, or the like.
Since the types of information that different types of people may pay attention to are different, in the embodiment of the present disclosure, by obtaining the feature information of the object associated with the bus, the people to which the object belongs may be determined according to the feature information, and corresponding push information may be determined, and then, the push information is pushed to the object through the target display device, thereby implementing accurate push of information.
It is understood that the above feature information may be: the feature information obtained by feature extraction of all objects associated with the public transportation vehicle, that is, the feature information may represent features of all objects of the public transportation vehicle at a certain time or in a certain period of time. For example, the features of all objects associated with the mass transit vehicle may be acquired first, and then the common features of all objects are extracted and the feature information is generated based thereon. In addition, the characteristics of all objects related to the public transport vehicle can be acquired firstly, then the crowd to which the objects belong is determined according to the characteristics, then the crowd to which the objects belong is classified according to the crowd to which the objects belong, and the characteristics of the class with the largest number of the objects are determined as the characteristic information.
The above-mentioned determining of the push information based on the feature information may be specifically implemented by an advertisement delivery platform, where the advertisement delivery platform may store a large amount of advertisement content in advance, and the feature information corresponding to the advertisement content. In this way, after the feature information is acquired, an advertisement delivery platform may be called, and the advertisement content corresponding to the feature information is pulled, and the advertisement content corresponding to the feature information is determined as the push information.
In the embodiment, the corresponding push information is determined according to the characteristic information of the object associated with the public transport vehicle, and the push information is pushed to the target display equipment associated with the public transport vehicle, so that the object in the public transport vehicle can be accurately pushed, and the information push effect is improved.
In the technical scheme of the disclosure, the acquisition, storage, application and the like of the personal information of the related user all accord with the regulations of related laws and regulations, and do not violate the good customs of the public order.
Optionally, the mass transit vehicle associated object comprises at least one of: a station-associated object, an object within the public transportation vehicle, and a ride reservation system-associated object.
Wherein, the object associated with the site may refer to: the passenger at the stop at which the public transportation vehicle stops, the object in the public transportation vehicle may refer to the passenger in the public transportation vehicle, and the object associated with the ride reservation system may refer to: and reserving the passengers taking the public transport vehicles through the riding reservation system.
Specifically, the characteristic information of the object associated with the station may be acquired through a monitoring device or a reservation screen of the station, the characteristic information of the object in the public transportation vehicle may be acquired through a monitoring device or a card punch in the public transportation vehicle, and the characteristic information of the object associated with the riding reservation system may be acquired through a riding reservation system.
In one embodiment of the present disclosure, the objects associated with the mass transit vehicle may be made to include simultaneously: a station-associated object, an object within the public transportation vehicle, and a ride reservation system-associated object.
In this embodiment, the objects associated with the public transportation vehicles include: at least one of the object related to the station, the object in the public transport vehicle and the object related to the riding reservation system, so that the characteristic information can cover the characteristics of all the objects related to the public transport vehicle as much as possible, and the accuracy of acquiring the characteristic information is improved.
In the technical scheme of the disclosure, the acquisition, storage, application and the like of the personal information of the related user all accord with the regulations of related laws and regulations, and do not violate the good customs of the public order.
Optionally, the objects related to the public transportation vehicle include objects related to at least two different stations, where the station is any station in an operation route of the public transportation vehicle, the push information includes at least two pieces of target push information, and in the at least two pieces of target push information, stations corresponding to different pieces of target push information are different, and the pushing of the push information to the target display device includes:
and under the condition that the public transport vehicle arrives at a target station, pushing target information to the target display equipment, wherein the target information is target pushing information corresponding to the target station.
Specifically, since the user figures of passengers at different stations may be different, the feature information of the object corresponding to each station in the operation route of the public transport vehicle may be obtained in advance, and the target push information corresponding to the station may be determined based on the feature information corresponding to each station. Therefore, in the running process of the public transport vehicle, the position information of the public transport vehicle can be acquired, the arriving station of the public transport vehicle is determined based on the position information, and the target information is pushed to the target display equipment under the condition that the public transport vehicle arrives at the target station, so that the information pushing accuracy can be further improved.
In this embodiment, the target push information corresponding to each station is determined, and when the vehicle arrives at a specific station, the target push information corresponding to the station is pushed to the target display device, so that the accuracy of information push is further improved.
Optionally, the target site associated object includes: the object associated with the target station at different time periods is obtained, the target information includes at least two pieces of sub information, the time periods corresponding to different pieces of sub information in the at least two pieces of sub information are different, and when the public transportation vehicle arrives at the target station, the pushing of the target information to the target display device includes:
and under the condition that the public transport vehicle reaches the target station in the target time period, pushing target sub-information to the target display equipment, wherein the target sub-information is sub-information corresponding to the target time period.
Specifically, since the time periods of travel of different groups of people may be different, for example, 6 to 7 am may be a high risk for the group of students to travel, 7 to 9 am may be a peak time for the group of students to travel, and the like. Based on this, in the embodiment of the present disclosure, the feature information of the object corresponding to the target site in different time periods may be obtained in advance, and the target sub-information corresponding to each time period may be determined based on the feature information corresponding to each time period. Therefore, in the running process of the public transport vehicle, the corresponding target sub-information can be determined according to the time period when the public transport vehicle arrives at the target station, and information push is carried out based on the target sub-information, so that the accuracy of information push can be further improved.
The time period may be a time period obtained by dividing the operation time of the public transportation vehicle, for example, the operation time of the public transportation vehicle may be divided into one time period every half hour, so as to obtain a plurality of time periods.
In the embodiment, the sub information corresponding to each time period of the target station is determined, and when the public transport vehicle arrives at the target station in the target time period, the target sub information is pushed to the target display device, so that the accuracy of information pushing is further improved.
Optionally, the object associated with the target time period includes: a first object located within the mass transit vehicle and a second object located at the target platform, the target sub-information comprising first information corresponding to the first object and second information corresponding to the second object, the pushing target sub-information to the target display device comprising:
pushing the first information to the display device associated with the mass transit vehicle and pushing the second information to the display device associated with the target platform.
It is to be understood that the first object may be: the target time period is a passenger located within the mass transit vehicle. The second object may be: the passenger at the target station for the target time period.
In this embodiment, since the target station may be a station of a plurality of different public transportation vehicles at the same time, the user figure of the target station may be different from the user figure in the public transportation vehicle in the target time period, and therefore, the corresponding first information and second information may be determined in advance based on the user figure of the target station and the user figure in the public transportation vehicle. In this way, when the public transportation vehicle arrives at the target station in the target time period, the first information can be pushed to the display device associated with the public transportation vehicle, and the second information can be pushed to the display device associated with the target station, so that the accuracy of information pushing is further improved.
In the technical scheme of the disclosure, the acquisition, storage, application and the like of the personal information of the related user all accord with the regulations of related laws and regulations, and do not violate the good customs of the public order.
Optionally, the acquiring characteristic information of the object associated with the public transportation vehicle includes:
acquiring operation information of the public transportation vehicle and acquiring passenger information associated with the public transportation vehicle;
generating the feature information based on the operation information and the passenger information.
Wherein the operation information may include identity information, operation routes, positioning information, etc. of the public transportation vehicle. The passenger information can comprise relevant information filled in by the passenger when transacting the bus card, and information such as time, station and specific public transport vehicles when the passenger takes the bus.
In this embodiment, by generating the feature information based on the operation information and the passenger information, the feature information can be relatively accurately characterized: the passenger belonging to the group, the time when the passenger takes the public transportation vehicle, the station where the passenger takes the public transportation vehicle, the number of the public transportation vehicle taken by the passenger, and the like, thereby improving the accuracy of the generated feature information.
In the technical scheme of the disclosure, the acquisition, storage, application and the like of the personal information of the related user all accord with the regulations of related laws and regulations, and do not violate the good customs of the public order.
Optionally, the passenger information includes:
passenger characteristic information acquired based on the riding reservation system;
passenger characteristic information generated based on images collected by monitoring equipment in the public transport vehicle;
based on passenger characteristic information collected by a card punch in the public transport vehicle;
passenger characteristic information generated based on the images collected by the platform monitoring equipment.
The riding reservation system may include: a bus reservation application in the client of the passenger, a preset device of the station, and the like.
In the embodiment, the characteristic information of the passengers is collected based on the preset system, the monitoring equipment in the public transport vehicle, the card puncher in the public transport vehicle and the platform monitoring equipment, and the characteristic information of the objects related to the public transport vehicle is generated by fusing the characteristic information of the passengers, so that the accuracy of the generated characteristic information of the objects related to the public transport vehicle is improved.
In the technical scheme of the disclosure, the acquisition, storage, application and the like of the personal information of the related user all accord with the regulations of related laws and regulations, and do not violate the good customs of the public order.
Optionally, the operation information includes:
the public transportation vehicle positioning system comprises identity information of the public transportation vehicle, operation route information of the public transportation vehicle, full loading rate of the public transportation vehicle in different time periods and positioning information of the public transportation vehicle.
In this embodiment, the operation information includes: the identity information of the public transport vehicle, the operation route information of the public transport vehicle, the full load rate of the public transport vehicle in different time periods and the positioning information of the public transport vehicle are obtained, so that the accuracy of the generated characteristic information of the object related to the public transport vehicle is further improved.
Optionally, the target display device comprises at least one of: user devices of passengers associated with the mass transit vehicle, display devices associated with a platform.
Specifically, the push information may be pushed to the user equipment through a bus taking reservation application program in the user equipment, where the user equipment may push information in the form of pictures, videos, voices, and the like. The display device associated with the public transport vehicle may include display screens of various devices on the bus, for example, a display screen of a card puncher, a Human Machine Interface (HMI) interactive screen, and the like, wherein the display screen of the card puncher pushes information in a picture and voice form; the HMI interactive screen can be used for pushing information through pictures, videos, voice broadcast from Text To Speech (TTS) and the like. The display device associated with the station may include: the big screen of wisdom platform, wherein, the big screen of wisdom platform can carry out information push through forms such as picture, video.
In this embodiment, information push is performed by at least one of the display devices associated with the platform based on the user devices of the passengers associated with the public transportation vehicles, the display devices associated with the public transportation vehicles, and thus, the effect of information push is favorably improved.
Optionally, the method further comprises:
acquiring image data acquired by monitoring equipment, wherein the monitoring equipment comprises at least one of the following items: monitoring equipment in the public transport vehicle and monitoring equipment at a platform;
generating passenger status information corresponding to the mass transit vehicle based on the image data, the passenger status information including at least: a number of passengers in the mass transit vehicle and characteristic information of the passengers in the mass transit vehicle;
and outputting the passenger state information.
The image data may be image data such as an image captured by a monitoring device or a video captured by the monitoring device. The passenger status information may include the number of passengers inside the public transportation vehicle at the time of collecting the image data, or the number of passengers at the station at the time of collecting the image data. The characteristic information of the passenger may be: the characteristic information obtained by characteristic collection of the image data, for example, the characteristic information of the passenger may include characteristic information of the image data, such as the number of passengers in different classes, the full load rate of passengers in the public transportation vehicle, and the like.
In this embodiment, by outputting the passenger status information, the relevant person can visually know the passenger status of the public transportation vehicle or the platform based on the passenger status information, and further can adjust the content pushed by the information according to the passenger status.
In the technical scheme of the disclosure, the acquisition, storage, application and the like of the personal information of the related user all accord with the regulations of related laws and regulations, and do not violate the good customs of the public order.
Optionally, after acquiring the image data acquired by the monitoring device, the method further includes:
outputting early warning information in the event that the image data indicates that a passenger in the mass transit vehicle has a preset behavior.
Wherein the preset behavior may be a prohibited behavior in public transportation, such as fighting, fire, smoking, etc. The image data may be specifically identified by an image identification algorithm to determine whether the passenger in the mass transit vehicle has the preset behavior.
The early warning information is displayed to related personnel in a pop-up window form, and the pop-up window can comprise an image video frame with the preset behavior, and identity information, position information and the like of the public transport vehicle. Therefore, related personnel can confirm whether the preset behavior actually exists in time, and can adopt corresponding measures in time under the condition that the preset behavior exists so as to improve the safety of the public transport vehicle in the running process.
In the embodiment, the image data is identified, and the early warning information is output under the condition that the preset behavior occurs, so that related personnel can timely deal with the emergency condition occurring in the public transport vehicle.
In one embodiment of the disclosure, people flow in the platform or the public transport vehicle can be analyzed through AI intelligence, and merchants around the platform can be analyzed, so that more accurate advertisement pushing service is provided for passengers.
Referring to fig. 2, a flowchart of an information pushing method according to an embodiment of the present disclosure is shown, where the method includes the following steps:
the method comprises the following steps: the method comprises the steps that riding information of a reserved user is obtained through a user riding preset system, wherein the riding information comprises preset shift and time information, and the preset shift and the reserved time information of the reserved user are sent to an operation information management platform at the cloud end of a vehicle; collecting riding information of passengers getting on the bus through a face brushing/code scanning device at the bus end, and sending the riding information to an operation information management platform; meanwhile, acquiring reserved shift information and time information of a station reservation user through a station large-screen reservation system of the intelligent station, and sending the reserved shift information and the time information to an operation information management platform;
step two: sending all the received riding information to a data analysis processing platform through an operation information management platform; meanwhile, the AI monitoring platform calls video data collected by the AI monitoring in the train and video data collected by the AI monitoring at the station, then respectively extracts the characteristic information of passengers in the train and the characteristic information of passengers at the station based on the video data, and sends the characteristic information of the passengers and the characteristic information of the passengers at the station to the data analysis and processing platform; in addition, the vehicle scheduling platform sends vehicle information and station information to the data analysis and processing platform;
step three: the data analysis and processing platform analyzes and filters the received information, finds characteristic information of passengers associated with public transportation vehicles by calling a user portrait module of an AI big data center, then calls an advertisement putting platform to pull advertisement content suitable for the characteristic information, and accurately pushes advertisements to terminal equipment, a card punch, an HMI interactive screen in the vehicle and a platform big screen of the passengers based on the information pushing method.
The card punching machine has the advantages that the card punching machine can have the face brushing or code scanning function, and the vehicle cloud can carry out riding authentication, so that passenger riding full-flow information storage is completed.
Referring to fig. 3, in the second step, the in-vehicle AI monitoring and the station AI monitoring may send the collected video data to the AI monitoring platform in a form of a video stream, and the AI monitoring platform may store the video stream after receiving the video stream. Then, the AI monitoring platform may perform video slicing on the video stream, for example, the video slicing may be performed every 60 seconds, and the video slice is transmitted to the cloud end of the monitoring platform through the interface, the cloud end of the monitoring platform may identify feature information in the video slice through a feature identification algorithm, and transmit an identification result back to the AI monitoring platform, and the AI monitoring platform may transmit the identification result to the data analysis processing platform.
In addition, referring to fig. 3, the AI monitoring platform may also count the number of passengers in the received video stream, and transmit the statistical result to the operation platform, and the operation platform may generate passenger status information based on the statistical result, and display the generated passenger status information to related personnel. Meanwhile, the operation platform can also identify the preset behaviors in the video stream and output early warning information under the condition that the preset behaviors exist in the video stream.
Referring to fig. 4, a flowchart of an information display method provided by the present disclosure is shown, where the information display method includes the following steps:
step S401, push information is obtained, the push information is matched with feature information of an object associated with a public transport vehicle, and the target display device is associated with the public transport vehicle;
and step S402, displaying the push information.
The embodiment is an information display method corresponding to the information push method provided in the above embodiment. The method can be particularly applied to: user devices of passengers associated with the mass transit vehicle, display devices associated with a platform, and the like.
In the embodiment, the corresponding push information is determined according to the characteristic information of the object associated with the public transport vehicle, and the push information is pushed to the target display equipment associated with the public transport vehicle, so that the object in the public transport vehicle can be accurately pushed, and the information push effect is improved.
Referring to fig. 5, which is a schematic structural diagram of an information pushing apparatus 500 according to an embodiment of the present disclosure, the information pushing apparatus 500 includes:
an obtaining module 501 for obtaining characteristic information of an object associated with a public transportation vehicle;
a determining module 502, configured to determine push information based on the feature information;
a pushing module 503, configured to push the push information to a target display device, where the target display device is associated with the public transportation vehicle.
Optionally, the mass transit vehicle associated object comprises at least one of: a station-associated object, an object within the public transportation vehicle, and a ride reservation system-associated object.
Optionally, the objects related to the public transportation vehicle include objects related to at least two different stations, the station is any station in an operation route of the public transportation vehicle, the push information includes at least two pieces of target push information, and the stations corresponding to different pieces of target push information in the at least two pieces of target push information are different;
the pushing module 503 is specifically configured to, when the public transportation vehicle arrives at a target station, push target information to the target display device, where the target information is target push information corresponding to the target station.
Optionally, the target site associated object includes: the target site is an object associated at different time periods, the target information comprises at least two pieces of sub information, and the time periods corresponding to different pieces of sub information in the at least two pieces of sub information are different;
the pushing module 503 is specifically configured to push target sub information to the target display device when the public transportation vehicle arrives at the target station in a target time period, where the target sub information is sub information corresponding to the target time period.
Optionally, the object associated with the target time period includes: a first object located within the mass transit vehicle and a second object located at the target platform, the target sub-information comprising first information corresponding to the first object and second information corresponding to the second object;
the pushing module 503 is specifically configured to push the first information to the display device associated with the public transportation vehicle, and push the second information to the display device associated with the target station.
Optionally, referring to fig. 6, the obtaining module 501 includes:
an acquisition submodule 5011 for acquiring operation information of the public transportation vehicle and acquiring passenger information associated with the public transportation vehicle;
the generating sub-module 5012 is configured to generate the feature information based on the operation information and the passenger information.
Optionally, the passenger information includes:
passenger characteristic information acquired based on the riding reservation system;
passenger characteristic information generated based on images collected by monitoring equipment in the public transport vehicle;
based on passenger characteristic information collected by a card punch in the public transport vehicle;
passenger characteristic information generated based on the images collected by the platform monitoring equipment.
Optionally, the operation information includes:
the public transportation vehicle positioning system comprises identity information of the public transportation vehicle, operation route information of the public transportation vehicle, full loading rate of the public transportation vehicle in different time periods and positioning information of the public transportation vehicle.
Optionally, the target display device comprises at least one of: user devices of passengers associated with the mass transit vehicle, display devices associated with a platform.
Optionally, the obtaining module 501 is further configured to obtain image data collected by a monitoring device, where the monitoring device includes at least one of: monitoring equipment in the public transport vehicle and monitoring equipment at a platform;
referring to fig. 7, the apparatus further includes:
a generating module 504 for generating passenger status information corresponding to the mass transit vehicle based on the image data, the passenger status information including at least: a number of passengers in the mass transit vehicle and characteristic information of the passengers in the mass transit vehicle;
and an output module 505 for outputting the passenger status information.
Optionally, the output module 505 is further configured to output warning information if the image data indicates that the passenger in the public transportation vehicle has a preset behavior.
It should be noted that, the information pushing apparatus 500 provided in this embodiment can implement all technical solutions of the foregoing information pushing method embodiments, so that at least all technical effects can be achieved, and details are not described here.
Referring to fig. 8, a target display apparatus 800 according to an embodiment of the present disclosure is provided, where the target display apparatus 800 includes:
an obtaining module 801, configured to obtain push information, where the push information matches feature information of an object associated with a public transportation vehicle, and the target display device is associated with the public transportation vehicle;
a display module 802, configured to display the push information.
It should be noted that the target display device 800 provided in this embodiment can implement all technical solutions of the above-mentioned information display method embodiments, so that at least all technical effects can be implemented, and details are not described here.
In the technical scheme of the disclosure, the acquisition, storage, application and the like of the personal information of the related user all accord with the regulations of related laws and regulations, and do not violate the good customs of the public order.
The present disclosure also provides an electronic device, a readable storage medium, and a computer program product according to embodiments of the present disclosure.
FIG. 9 illustrates a schematic block diagram of an example electronic device 900 that can be used to implement embodiments of the present disclosure. Electronic devices are intended to represent various forms of digital computers, such as laptops, desktops, workstations, personal digital assistants, servers, blade servers, mainframes, and other appropriate computers. The electronic device may also represent various forms of mobile devices, such as personal digital processing, cellular phones, smart phones, wearable devices, and other similar computing devices. The components shown herein, their connections and relationships, and their functions, are meant to be examples only, and are not meant to limit implementations of the disclosure described and/or claimed herein.
As shown in fig. 9, the electronic apparatus 900 includes a computing unit 901, which can perform various appropriate actions and processes in accordance with a computer program stored in a Read Only Memory (ROM)902 or a computer program loaded from a storage unit 908 into a Random Access Memory (RAM) 903. In the RAM 903, various programs and data required for the operation of the device 900 can also be stored. The calculation unit 901, ROM 902, and RAM 903 are connected to each other via a bus 904. An input/output (I/O) interface 905 is also connected to bus 904.
A number of components in the electronic device 900 are connected to the I/O interface 905, including: an input unit 906 such as a keyboard, a mouse, and the like; an output unit 907 such as various types of displays, speakers, and the like; a storage unit 908 such as a magnetic disk, optical disk, or the like; and a communication unit 909 such as a network card, a modem, a wireless communication transceiver, and the like. The communication unit 909 allows the device 900 to exchange information/data with other devices through a computer network such as the internet and/or various telecommunication networks.
The computing unit 901 may be a variety of general and/or special purpose processing components having processing and computing capabilities. Some examples of the computing unit 901 include, but are not limited to, a Central Processing Unit (CPU), a Graphics Processing Unit (GPU), various dedicated Artificial Intelligence (AI) computing chips, various computing units running machine learning model algorithms, a Digital Signal Processor (DSP), and any suitable processor, controller, microcontroller, and so forth. The computing unit 901 performs the respective methods and processes described above, such as an information push method, or an information display method. For example, in some embodiments, the information push method, or the information display method, may be implemented as a computer software program tangibly embodied in a machine-readable medium, such as storage unit 908. In some embodiments, part or all of a computer program may be loaded onto and/or installed onto device 900 via ROM 902 and/or communications unit 909. When the computer program is loaded into the RAM 903 and executed by the computing unit 901, one or more steps of the information push method described above, or the information display method, are executed. Alternatively, in other embodiments, the computing unit 901 may be configured to perform an information push method, or an information display method, in any other suitable manner (e.g., by means of firmware).
Various implementations of the systems and techniques described here above may be implemented in digital electronic circuitry, integrated circuitry, Field Programmable Gate Arrays (FPGAs), Application Specific Integrated Circuits (ASICs), Application Specific Standard Products (ASSPs), system on a chip (SOCs), load programmable logic devices (CPLDs), computer hardware, firmware, software, and/or combinations thereof. These various embodiments may include: implemented in one or more computer programs that are executable and/or interpretable on a programmable system including at least one programmable processor, which may be special or general purpose, receiving data and instructions from, and transmitting data and instructions to, a storage system, at least one input device, and at least one output device.
Program code for implementing the methods of the present disclosure may be written in any combination of one or more programming languages. These program codes may be provided to a processor or controller of a general purpose computer, special purpose computer, or other programmable data processing apparatus, such that the program codes, when executed by the processor or controller, cause the functions/operations specified in the flowchart and/or block diagram to be performed. The program code may execute entirely on the machine, partly on the machine, as a stand-alone software package partly on the machine and partly on a remote machine or entirely on the remote machine or server.
In the context of this disclosure, a machine-readable medium may be a tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. The machine-readable medium may be a machine-readable signal medium or a machine-readable storage medium. A machine-readable medium may include, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. More specific examples of a machine-readable storage medium would include an electrical connection based on one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
To provide for interaction with a user, the systems and techniques described here can be implemented on a computer having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to a user; and a keyboard and a pointing device (e.g., a mouse or a trackball) by which a user can provide input to the computer. Other kinds of devices may also be used to provide for interaction with a user; for example, feedback provided to the user can be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form, including acoustic, speech, or tactile input.
The systems and techniques described here can be implemented in a computing system that includes a back-end component (e.g., as a data server), or that includes a middleware component (e.g., an application server), or that includes a front-end component (e.g., a user computer having a graphical user interface or a web browser through which a user can interact with an implementation of the systems and techniques described here), or any combination of such back-end, middleware, or front-end components. The components of the system can be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: local Area Networks (LANs), Wide Area Networks (WANs), and the Internet.
The computer system may include clients and servers. A client and server are generally remote from each other and typically interact through a communication network. The relationship of client and server arises by virtue of computer programs running on the respective computers and having a client-server relationship to each other. The server may be a cloud server, a server of a distributed system, or a server with a combined blockchain.
It should be understood that various forms of the flows shown above may be used, with steps reordered, added, or deleted. For example, the steps described in the present disclosure may be executed in parallel or sequentially or in different orders, and are not limited herein as long as the desired results of the technical solutions disclosed in the present disclosure can be achieved.
The above detailed description should not be construed as limiting the scope of the disclosure. It should be understood by those skilled in the art that various modifications, combinations, sub-combinations and substitutions may be made in accordance with design requirements and other factors. Any modification, equivalent replacement, and improvement made within the spirit and principle of the present disclosure should be included in the scope of protection of the present disclosure.
Claims (28)
1. An information push method, comprising:
acquiring characteristic information of an object associated with a public transportation vehicle;
determining push information based on the characteristic information;
pushing the push information to a target display device, wherein the target display device is associated with the mass transit vehicle.
2. The method of claim 1, wherein the mass transit vehicle-associated object comprises at least one of: a station-associated object, an object within the public transportation vehicle, and a ride reservation system-associated object.
3. The method of claim 1, wherein the objects associated with the public transportation vehicle comprise objects associated with at least two different stations, the stations are any stations in an operation route of the public transportation vehicle, the push information comprises at least two target push information, the stations corresponding to different target push information in the at least two target push information are different, and the pushing the push information to the target display device comprises:
and under the condition that the public transport vehicle arrives at a target station, pushing target information to the target display equipment, wherein the target information is target pushing information corresponding to the target station.
4. The method of claim 3, wherein the target site associated object comprises: the object associated with the target station at different time periods is obtained, the target information includes at least two pieces of sub information, the time periods corresponding to different pieces of sub information in the at least two pieces of sub information are different, and when the public transportation vehicle arrives at the target station, the pushing of the target information to the target display device includes:
and under the condition that the public transport vehicle reaches the target station in the target time period, pushing target sub-information to the target display equipment, wherein the target sub-information is sub-information corresponding to the target time period.
5. The method of claim 4, wherein the target time period associated object comprises: a first object located within the mass transit vehicle and a second object located at the target platform, the target sub-information comprising first information corresponding to the first object and second information corresponding to the second object, the pushing target sub-information to the target display device comprising:
pushing the first information to the display device associated with the mass transit vehicle and pushing the second information to the display device associated with the target platform.
6. The method of claim 1, wherein the obtaining characteristic information of the object associated with the mass transit vehicle comprises:
acquiring operation information of the public transportation vehicle and acquiring passenger information associated with the public transportation vehicle;
generating the characteristic information based on the operation information and the passenger information.
7. The method of claim 6, wherein the passenger information comprises:
passenger characteristic information acquired based on the riding reservation system;
passenger characteristic information generated based on images collected by monitoring equipment in the public transport vehicle;
based on passenger characteristic information collected by a card punch in the public transport vehicle;
passenger characteristic information generated based on the images collected by the platform monitoring equipment.
8. The method of claim 6, wherein the operational information comprises:
the public transportation vehicle positioning system comprises identity information of the public transportation vehicle, operation route information of the public transportation vehicle, full loading rate of the public transportation vehicle in different time periods and positioning information of the public transportation vehicle.
9. The method of claim 1, wherein the target display device comprises at least one of: user devices of passengers associated with the mass transit vehicle, display devices associated with a platform.
10. The method of claim 1, wherein the method further comprises:
acquiring image data acquired by monitoring equipment, wherein the monitoring equipment comprises at least one of the following items: monitoring equipment in the public transport vehicle and monitoring equipment at a platform;
generating passenger status information corresponding to the mass transit vehicle based on the image data, the passenger status information including at least: a number of passengers in the mass transit vehicle and characteristic information of the passengers in the mass transit vehicle;
outputting the passenger status information.
11. The method of claim 10, wherein after the acquiring image data acquired by a monitoring device, the method further comprises:
outputting early warning information in the event that the image data indicates that a passenger in the mass transit vehicle has a preset behavior.
12. An information display method is applied to target display equipment and comprises the following steps:
acquiring push information, wherein the push information is matched with characteristic information of an object associated with a public transport vehicle, and the target display equipment is associated with the public transport vehicle;
and displaying the push information.
13. An information pushing apparatus comprising:
an acquisition module for acquiring characteristic information of an object associated with a public transportation vehicle;
a determination module for determining push information based on the characteristic information;
the pushing module is used for pushing the pushing information to a target display device, wherein the target display device is associated with the public transport vehicle.
14. The apparatus of claim 13, wherein the mass transit vehicle-associated object comprises at least one of: a station-associated object, an object within the public transportation vehicle, and a ride reservation system-associated object.
15. The apparatus of claim 13, wherein the mass transit vehicle-associated object comprises an object associated with at least two different stations, the station being any station in an operating route of the mass transit vehicle, the push information comprising at least two pieces of targeted push information, wherein stations corresponding to different pieces of targeted push information are different;
the pushing module is specifically configured to push target information to the target display device when the public transportation vehicle arrives at a target station, where the target information is target push information corresponding to the target station.
16. The apparatus of claim 15, wherein the target site associated object comprises: the target site is an object associated at different time periods, the target information comprises at least two pieces of sub information, and the time periods corresponding to different pieces of sub information in the at least two pieces of sub information are different;
the pushing module is specifically configured to push target sub-information to the target display device when the public transport vehicle reaches the target station in a target time period, where the target sub-information is sub-information corresponding to the target time period.
17. The apparatus of claim 16, wherein the target time period associated object comprises: a first object located within the mass transit vehicle and a second object located at the target platform, the target sub-information comprising first information corresponding to the first object and second information corresponding to the second object;
the pushing module is specifically configured to push the first information to the display device associated with the public transportation vehicle, and push the second information to the display device associated with the target station.
18. The apparatus of claim 13, wherein the means for obtaining comprises:
the acquisition sub-module is used for acquiring the operation information of the public transport vehicle and acquiring the passenger information related to the public transport vehicle;
a generation submodule configured to generate the feature information based on the operation information and the passenger information.
19. The apparatus of claim 18, wherein the passenger information comprises:
passenger characteristic information acquired based on the riding reservation system;
passenger characteristic information generated based on images collected by monitoring equipment in the public transport vehicle;
passenger characteristic information collected by a card puncher in the public transport vehicle is based;
passenger characteristic information generated based on the images collected by the platform monitoring equipment.
20. The apparatus of claim 18, wherein the operational information comprises:
the public transportation vehicle positioning system comprises identity information of the public transportation vehicle, operation route information of the public transportation vehicle, full loading rate of the public transportation vehicle in different time periods and positioning information of the public transportation vehicle.
21. The apparatus of claim 13, wherein the target display device comprises at least one of: user devices of passengers associated with the mass transit vehicle, display devices associated with a platform.
22. The apparatus of claim 13, wherein the acquisition module is further configured to acquire image data acquired by a monitoring device, the monitoring device comprising at least one of: monitoring equipment in the public transport vehicle and monitoring equipment at a platform;
the device further comprises:
a generation module to generate passenger status information corresponding to the mass transit vehicle based on the image data, the passenger status information including at least: a number of passengers in the mass transit vehicle and characteristic information of the passengers in the mass transit vehicle;
and the output module is used for outputting the passenger state information.
23. The apparatus of claim 22, wherein the output module is further configured to output pre-warning information if the image data indicates that a passenger in the mass transit vehicle has a pre-set behavior.
24. A target display apparatus comprising:
an acquisition module for acquiring push information, the push information matching with characteristic information of an object associated with a public transportation vehicle, the target display device being associated with the public transportation vehicle;
and the display module is used for displaying the push information.
25. An autonomous bus comprising the target display device of claim 24.
26. An electronic device, comprising:
at least one processor; and
a memory communicatively coupled to the at least one processor; wherein,
the memory stores instructions executable by the at least one processor to enable the at least one processor to perform the information push method of any one of claims 1-11 or the information display method of claim 12.
27. A non-transitory computer-readable storage medium storing computer instructions for causing a computer to execute the information pushing method of any one of claims 1 to 11 or the information displaying method of claim 12.
28. A computer program product comprising a computer program which, when executed by a processor, implements the information push method of any one of claims 1-11, or implements the information display method of claim 12.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202210505980.5A CN114912953A (en) | 2022-05-10 | 2022-05-10 | Information pushing method, information display method and device and automatic driving bus |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202210505980.5A CN114912953A (en) | 2022-05-10 | 2022-05-10 | Information pushing method, information display method and device and automatic driving bus |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN114912953A true CN114912953A (en) | 2022-08-16 |
Family
ID=82767637
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202210505980.5A Pending CN114912953A (en) | 2022-05-10 | 2022-05-10 | Information pushing method, information display method and device and automatic driving bus |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN114912953A (en) |
Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2016018447A (en) * | 2014-07-09 | 2016-02-01 | 株式会社ナビタイムジャパン | Information processing system, information processing program, information processing device, and information processing method |
| CN108320178A (en) * | 2018-01-08 | 2018-07-24 | 深圳豪威显示科技有限公司 | A kind of advertisement sending method and device based on recognition of face |
| CN112241901A (en) * | 2020-10-14 | 2021-01-19 | 深圳市振邦视界科技有限公司 | Multimedia information delivery method and device |
| WO2021221197A1 (en) * | 2020-04-28 | 2021-11-04 | 주식회사 이노스피치 | Face recognition and iot-based ad curation signage system |
| CN113724005A (en) * | 2021-08-30 | 2021-11-30 | 延边国泰新能源汽车有限公司 | Automatic advertisement putting method and system based on face recognition |
| CN114221960A (en) * | 2021-12-14 | 2022-03-22 | 阿波罗智联(北京)科技有限公司 | Data pushing method based on automatic driving bus and automatic driving bus |
| CN114443963A (en) * | 2022-01-29 | 2022-05-06 | 福耀玻璃工业集团股份有限公司 | Media content pushing system, method, device and storage medium |
| KR20220057760A (en) * | 2020-10-30 | 2022-05-09 | 주식회사 인디제이 | System and Method for Providing Complex Services in Autonomous Driving Platform |
-
2022
- 2022-05-10 CN CN202210505980.5A patent/CN114912953A/en active Pending
Patent Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2016018447A (en) * | 2014-07-09 | 2016-02-01 | 株式会社ナビタイムジャパン | Information processing system, information processing program, information processing device, and information processing method |
| CN108320178A (en) * | 2018-01-08 | 2018-07-24 | 深圳豪威显示科技有限公司 | A kind of advertisement sending method and device based on recognition of face |
| WO2021221197A1 (en) * | 2020-04-28 | 2021-11-04 | 주식회사 이노스피치 | Face recognition and iot-based ad curation signage system |
| CN112241901A (en) * | 2020-10-14 | 2021-01-19 | 深圳市振邦视界科技有限公司 | Multimedia information delivery method and device |
| KR20220057760A (en) * | 2020-10-30 | 2022-05-09 | 주식회사 인디제이 | System and Method for Providing Complex Services in Autonomous Driving Platform |
| CN113724005A (en) * | 2021-08-30 | 2021-11-30 | 延边国泰新能源汽车有限公司 | Automatic advertisement putting method and system based on face recognition |
| CN114221960A (en) * | 2021-12-14 | 2022-03-22 | 阿波罗智联(北京)科技有限公司 | Data pushing method based on automatic driving bus and automatic driving bus |
| CN114443963A (en) * | 2022-01-29 | 2022-05-06 | 福耀玻璃工业集团股份有限公司 | Media content pushing system, method, device and storage medium |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN106776900B (en) | Travel method and device | |
| Pogrebnyakov et al. | Didn’t roger that: Social media message complexity and situational awareness of emergency responders | |
| CN105894360B (en) | Cheating order identification method, device and system | |
| EP3211925A1 (en) | Smart reminding method, system and apparatus | |
| CN111563396A (en) | Method and device for online identifying abnormal behavior, electronic equipment and readable storage medium | |
| CN107832365B (en) | Multi-class travel product pushing method and device, electronic equipment and storage medium | |
| US20220335535A1 (en) | Traffic accident processing method and apparatus, device, storage medium and program product | |
| CN113591580B (en) | Image annotation method and device, electronic equipment and storage medium | |
| CN113569718A (en) | Reminding method, device, equipment, system and storage medium | |
| CN113361468A (en) | Business quality inspection method, device, equipment and storage medium | |
| US20160042391A1 (en) | Mobile body information provision system, mobile body information provision method, and mobile body interior terminal information provision method | |
| CN114677848A (en) | Perception early warning system, method, device and computer program product | |
| CN109151035B (en) | Vehicle passing management method and related device | |
| CN113742589A (en) | Driving prompting method and device, electronic equipment and storage medium | |
| CN113221846A (en) | Image recognition method, apparatus, device, storage medium, and program product | |
| CN114912953A (en) | Information pushing method, information display method and device and automatic driving bus | |
| EP3425606B1 (en) | Traffic situation estimation system and traffic situation estimation method | |
| CN110061906A (en) | A kind of news release/method of reseptance | |
| CN107403273B (en) | Information processing method, device and non-transitory computer readable storage medium | |
| CN113609956B (en) | Training method, recognition device, electronic equipment and storage medium | |
| CN114298772A (en) | Information display method, device, equipment and storage medium | |
| CN113525083A (en) | Content output method and device applied to vehicle, electronic equipment and storage medium | |
| CN114445711A (en) | Image detection method, image detection device, electronic equipment and storage medium | |
| CN110766435B (en) | Vector training method and device, electronic equipment and computer readable storage medium | |
| CN113978514B (en) | Auxiliary scheduling method, system and equipment for supporting urban rail transit activities |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination |