CN111932299A - Portrait recognition-based cigarette investigation and distribution method and intelligent equipment - Google Patents
Portrait recognition-based cigarette investigation and distribution method and intelligent equipment Download PDFInfo
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Abstract
The invention discloses a method and intelligent equipment for cigarette investigation and cigarette distribution based on portrait recognition, wherein the method comprises the following steps: acquiring an image of a consumer; identifying characteristic information of the consumer according to the image of the consumer; matching with consumer data in a database according to the characteristic information; acquiring identity card information of a consumer, and verifying a personal card by combining the characteristic information; acquiring a questionnaire filled by a consumer and confirming that the questionnaire is successful, acquiring a goods picking code, and sending a corresponding goods picking instruction to a cigarette dispenser according to the goods picking code to enable the cigarette dispenser to dispense cigarettes; and automatically storing the identity card information, the characteristic information, the questionnaire survey, the time information and the place information of the consumers who receive the cigarettes each time. The human certificate verification can prevent juveniles from participating in investigation and getting cigarettes; the system can be flexibly deployed in various places such as a shared smoking environment and a cigarette retail user, which can contact cigarette consumers, and the sample collection efficiency is high; and recording the data of the consumers who take the cigarettes each time, and effectively managing the cigarettes.
Description
Technical Field
The invention relates to the field of cigarette investigation, in particular to a method and intelligent equipment for cigarette investigation and cigarette distribution based on portrait recognition.
Background
With the rapid change of the development mode of the tobacco industry, higher requirements are put forward on cigarette marketing and brand cultivation, cigarette brands compete more and more, and new products need to be continuously researched and developed according to market prediction for each cigarette brand. Thus, the tobacco industry would like to be able to derive long-lived brands or specifications that are truly recognized by consumers. To ensure this, the investigation of new products before the market and the feedback of consumers to cigarettes (especially new products) become very important. The traditional cigarette investigation method has the following defects: the territorial scope of contacting real consumer is restricted, and the number of contacting real consumer is restricted, and the subjectivity nature of information feedback leads to the authenticity not high, and the human cost of traditional investigation is high, and the sample cigarette can't carry out real effective management.
Disclosure of Invention
The invention provides a cigarette investigation and cigarette distribution method based on portrait recognition and intelligent equipment, and aims to solve the problems of low efficiency and poor management effect of the conventional sample collection mode.
In a first aspect, a cigarette investigation and distribution method based on portrait recognition is provided, which includes:
s1: acquiring an image of a consumer;
s2: identifying characteristic information of the consumer according to the image of the consumer;
s3: matching with the consumer data in the database according to the characteristic information, and entering step S4 if the data of the consumer does not exist in the database; if the data of the consumer exists in the database and the data meet the cigarette receiving condition, the step S5 is executed; if the data of the consumer exists in the database and the data do not accord with the cigarette receiving condition, ending;
s4: acquiring identity card information of a consumer, and performing people's identity card verification by combining with characteristic information identified from an image of the consumer; if the verification is passed, the flow proceeds to step S5; if the verification fails, the identity card information and the characteristic information of the consumer are automatically stored, and then the verification is finished;
s5: obtaining questionnaires filled by consumers and confirming success, obtaining goods picking codes of the consumers, and sending corresponding goods picking instructions to a cigarette issuing machine according to the goods picking codes to enable the cigarette issuing machine to issue cigarettes to the consumers;
s6: and automatically storing the identity card information, the characteristic information, the questionnaire survey, the time information and the place information of the consumers who receive the cigarettes each time.
Further, the characteristic information comprises face information, age, gender and wearing style of the consumer.
Further, the condition that the cigarette is not eligible for receiving is that the age of the consumer is less than 18 years old.
Further, the verification passing condition of the human license verification is that the acquired identity card information is matched with the characteristic information and the age reaches 18 years old and above, and the verification failing condition of the human license verification is that the acquired identity card information is not matched with the characteristic information and/or the age is less than 18 years old.
Further, the consumer fills in a questionnaire survey through the mobile terminal and/or the equipment terminal, and binds the questionnaire survey and the characteristic information of the consumer to the cloud end; the goods taking code is generated based on the cigarette types selected by the consumer, the historical smoking preference and the smoking data of the consumer.
In a second aspect, a cigarette investigation and distribution intelligent device based on portrait recognition is provided, which comprises a face acquisition camera, an identity recognition device, a central control system, a cigarette distribution machine, a display module and a communication module;
the face acquisition camera, the identity recognition device, the display module, the communication module and the controller of the cigarette issuing machine are all connected with the central control system;
the face acquisition camera is used for acquiring an image of a consumer and transmitting the image to the central control system;
the identity recognition device is used for acquiring identity card information of a consumer and transmitting the identity card information to the central control system;
the display module is used for performing human-computer interaction;
the central control system is used for receiving the image of the consumer, identifying the characteristic information of the consumer and matching the characteristic information with the consumer data stored in the database; the system is also used for receiving identity card information and performing people's card verification; the controller is used for receiving the questionnaire survey filled by the consumer, acquiring the goods picking code after the questionnaire survey is confirmed to be successful, generating a control signal and sending the control signal to the cigarette dispenser; the collected consumer data are uploaded to a cloud server through a communication module;
the controller of the cigarette dispenser is used for receiving the control signal sent by the central control system and controlling the cigarette dispenser to dispense corresponding cigarettes to consumers;
the communication module is used for realizing the mutual communication between the central control system and the cloud server.
Further, the characteristic information comprises face information, age, gender and wearing style of the consumer; the consumer data includes identification card information, characteristic information, questionnaire survey, time and location information of the consumer who draws the cigarette each time.
Further, when the central control system matches the identified characteristic information of the consumer with the consumer data stored in the database, if the data of the consumer does not exist in the database, the central control system reminds the consumer to put the identity card in a designated area through a display module; if the data of the consumer exists in the database and accords with the cigarette receiving condition, the consumer is reminded to carry out questionnaire survey through the display module; if the data of the consumer exists in the database and the data do not accord with the cigarette receiving condition, the consumer is reminded through the display module and the program is terminated.
Further, when the central control system conducts person certificate verification based on the characteristic information and the identity card information of the consumer, if the verification is passed, the central control system reminds the consumer to conduct questionnaire survey through the display module; if the verification fails, the consumer is reminded through the display module, and the program is terminated after the identity card information and the characteristic information of the consumer are automatically stored.
Further, the condition that the cigarette is not eligible for receiving is that the age of the consumer is less than 18 years old; the passing condition of the human card verification is that the acquired identity card information is matched with the characteristic information and the age reaches 18 years old or above, and the failing condition of the human card verification is that the acquired identity card information is not matched with the characteristic information and/or the age is less than 18 years old; a consumer fills in a questionnaire survey through a mobile terminal and/or a device terminal; the goods taking code is generated based on the cigarette types selected by the consumer, the historical smoking preference and the smoking data of the consumer.
Advantageous effects
The invention provides a method and intelligent equipment for cigarette research and cigarette distribution based on portrait recognition, which have the following advantages: through the human authentication, people who do not meet the conditions, such as juveniles and the like, can be prevented from participating in investigation and getting cigarettes; the scheme can be flexibly deployed in various places such as a shared smoking environment and a cigarette retail user, which can contact with cigarette consumers, can reach the real cigarette consumers in a large area, and has high sample collection efficiency; the characteristic information, the time information, the location information and the like of the consumers who receive the cigarettes each time are recorded, and the cigarettes can be effectively managed; the questionnaire survey of the consumer and the characteristic information of the consumer are stored in time, and the authenticity and objectivity of information feedback are improved.
Drawings
FIG. 1 is a flowchart of a method for cigarette research and cigarette distribution based on portrait identification according to an embodiment of the present invention;
fig. 2 is a schematic structural diagram of an intelligent cigarette investigation and distribution device based on portrait recognition according to an embodiment of the present invention.
Detailed Description
The present invention will be described in detail below with reference to the accompanying drawings and specific embodiments.
Example 1
As shown in fig. 1, the present embodiment provides a method for researching and dispensing cigarettes based on portrait identification, including:
s1: an image of the consumer is acquired.
S2: identifying characteristic information of the consumer according to the image of the consumer, wherein the characteristic information comprises face information, age, gender and wearing style of the consumer. In specific implementation, the face age recognition can be realized by the following modes: acquiring a target face image; scaling the face to a fixed size; inputting a pre-trained neural network model, and determining a target age value of the target face; the face gender recognition can be realized by the following modes: acquiring a target face image; scaling the face to a fixed size; inputting a pre-trained neural network model, and determining the target gender of the target face; the wearing style recognition can be realized by the following modes: the method comprises the steps of obtaining a dressing image of a user, extracting skeletal key points of a body, inputting the upper half part and the lower half part of the body into a pre-trained neural network model respectively to obtain judgment of dressing styles (leisure, sports, business and the like), and determining the dressing style of the user.
S3: matching with the consumer data in the database according to the characteristic information, and entering step S4 if the data of the consumer does not exist in the database; if the data of the consumer exists in the database and the data meet the cigarette receiving condition, the step S5 is executed; if the data of the consumer exists in the database and the data do not accord with the cigarette receiving condition, ending; wherein the condition that the cigarette is not eligible for picking is that the consumer is less than 18 years of age or has picked within a preset time interval.
S4: acquiring identity card information of a consumer, and performing people's identity card verification by combining with characteristic information identified from an image of the consumer; if the verification is passed, that is, the acquired identification card information is matched with the characteristic information and the age reaches 18 years old and above, the step S5 is entered, wherein the age can be obtained by acquiring the birth date information in the identification card information; if the verification fails, namely the acquired identity card information is not matched with the characteristic information and/or the age is less than 18 years old, the verification is finished after the identity card information and the characteristic information of the consumer are automatically stored, and the next time the consumer visits for the second time, the verification is carried out through the face recognition and the matching, so that the fact that the age is less than 18 years old can be judged without people verifying, and the fact that the program cannot be obtained and is terminated is directly prompted.
S5: obtaining questionnaires filled by consumers and confirming success, obtaining goods picking codes of the consumers, and sending corresponding goods picking instructions to a cigarette issuing machine according to the goods picking codes to enable the cigarette issuing machine to issue cigarettes to the consumers; the consumer fills in the questionnaire survey through the mobile terminal and/or the equipment terminal, and binds the questionnaire survey and the characteristic information of the consumer to the cloud end, so that the authenticity and the objectivity of information feedback are improved; and after the goods taking code confirms that the questionnaire is successful, the goods taking code is generated based on the cigarette type selected by the consumer, the historical smoking preference and the smoking data of the consumer, so that the cigarettes are accurately issued. The cigarette is a sample cigarette and/or a cigarette sold on the market.
S6: and automatically storing the identity card information, the characteristic information, the questionnaire survey, the time information and the place information of the consumers who receive the cigarettes each time. On the one hand, the accuracy and the objectivity of investigation data are guaranteed, on the other hand, through storing the identity card information and the characteristic information of the consumer, when the consumer visits for the second time, the identity card information and the characteristic information can be directly identified through the face and matched, and people's identity card verification is not needed again to ensure that the age of the consumer reaches 18 years and above.
Through the human authentication, people who do not meet the conditions, such as juveniles and the like, can be prevented from participating in investigation and getting cigarettes; the scheme can be flexibly deployed in various places such as a shared smoking environment and a cigarette retail user, which can contact with cigarette consumers, can reach the real cigarette consumers in a large area, and has high sample collection efficiency; the characteristic information, the time information, the location information and the like of the consumers who receive the cigarettes each time are recorded, and the cigarettes can be effectively managed; the questionnaire survey of the consumer and the characteristic information of the consumer are stored in time, and the authenticity and objectivity of information feedback are improved.
Example 2
As shown in fig. 2, the embodiment provides an intelligent cigarette research and distribution device based on human face recognition, which includes a human face acquisition camera 2, an identity recognition device 3, a central control system 1, a cigarette distribution machine 5, a display module 4, and a communication module 6;
the controller of the face acquisition camera 2, the identity recognition device 3, the display module 4, the communication module 6 and the cigarette issuing machine 5 are all connected with the central control system 1;
the face acquisition camera 2 is used for acquiring an image of a consumer and transmitting the image to the central control system 1;
the identity recognition device 3 is used for acquiring identity card information of a consumer and transmitting the identity card information to the central control system 1;
the display module 4 is used for human-computer interaction;
the central control system 1 is used for receiving the image of the consumer, identifying the characteristic information of the consumer and matching the characteristic information with the consumer data stored in the database; the system is also used for receiving identity card information and performing people's card verification; the controller is used for receiving the questionnaire survey filled by the consumer, acquiring the goods picking code after the questionnaire survey is confirmed to be successful, generating a control signal and sending the control signal to the cigarette dispenser 5; the collected consumer data is uploaded to a cloud server through a communication module 6;
the controller of the cigarette dispenser 5 is used for receiving the control signal sent by the central control system 1 and controlling the cigarette dispenser 5 to dispense corresponding cigarettes to consumers;
the communication module 6 is used for realizing the mutual communication between the central control system 1 and a cloud server.
Specifically, the characteristic information comprises face information, age, gender and wearing style of the consumer; the consumer data includes identification card information, characteristic information, questionnaire survey, time and location information of the consumer who draws the cigarette each time.
When the central control system 1 matches the identified characteristic information of the consumer with the consumer data stored in the database, if the data of the consumer does not exist in the database, the central control system reminds the consumer to put the identity card in a designated area through the display module 4; if the data of the consumer exists in the database and accords with the cigarette receiving condition, the consumer is reminded to carry out questionnaire survey through the display module 4; if the data of the consumer exists in the database and the data do not accord with the cigarette receiving condition, the consumer is reminded through the display module 4 and the program is terminated.
When the central control system 1 performs personal authentication based on the characteristic information and the identity card information of the consumer, if the authentication is passed, the central control system reminds the consumer to perform questionnaire survey through the display module 4; if the verification fails, the consumer is reminded through the display module 4, and the program is terminated after the identity card information and the characteristic information of the consumer are automatically stored.
The condition that the cigarette is not eligible for being picked up is that the age of the consumer is less than 18 years old; the passing condition of the human card verification is that the acquired identity card information is matched with the characteristic information and the age reaches 18 years old or above, and the failing condition of the human card verification is that the acquired identity card information is not matched with the characteristic information and/or the age is less than 18 years old; a consumer fills in a questionnaire survey through a mobile terminal and/or a display module; the goods taking code is generated based on the cigarette types selected by the consumer, the historical smoking preference and the smoking data of the consumer.
The working process of the intelligent cigarette investigation and distribution equipment based on portrait recognition is as follows:
monitoring face data through the face acquisition camera 2, and awakening the intelligent equipment when a face is monitored;
the consumer is captured through the face acquisition camera 2, the central control system 1 identifies face information, age, sex and wearing style of the consumer and matches the data of the consumer stored in the database, and if the data of the consumer exists in the database and accords with the cigarette getting condition, the consumer is reminded to perform questionnaire survey through the display module 4; if the data of the consumer exists in the database and the data do not accord with the cigarette receiving condition, the consumer is reminded through the display module 4 and the program is terminated; if the data of the consumer does not exist in the database, the display module 4 reminds the consumer to put the identity card into a designated area;
the identity recognition device 3 recognizes the identity card information of the consumer, the central control system 1 performs personal card verification, if the acquired identity card information is not matched with the characteristic information and/or the age is less than 18 years old, the verification fails, the consumer is reminded through the display module 4, and the program is terminated after the identity card information and the characteristic information of the consumer are automatically stored; if the identity card information is matched with the characteristic information and the age reaches 18 years and above, the verification is passed, the display module 4 reminds the consumer to enter a questionnaire survey link, and meanwhile, the display module 4 operates an interface to enter the questionnaire survey link;
after the consumer finishes questionnaire survey through the mobile terminal and/or the display module 4, the consumer selects the cigarette type and obtains the goods taking code according to the operation guide;
the consumer inputs the pick-up code in the display module 4, and the central control system 1 generates a control signal and sends the control signal to the controller of the cigarette dispenser 5 to control the cigarette dispenser 5 to dispense the corresponding cigarettes to the consumer.
And finally, storing the identity card information, the characteristic information, the questionnaire survey, the time information and the place information of the consumer who draws the cigarettes each time, and uploading the information to the cloud server through the communication module 6.
When the system is implemented, the central control system 1 can adopt a processor with the model of RK3399, the communication module 6 can adopt wired communication or wireless communication, and when the wireless communication is adopted, a WIFI/4G module can be specifically selected to establish data synchronous connection with a cloud server by using a network; the display module 4 adopts a touch display integrated screen and is provided with a voice module so as to facilitate voice reminding; the structure of the cigarette dispenser 5 can be referred to the existing vending machine, the structure of the cigarette dispenser can adopt the existing scheme, and the structure is not described again; the identity recognition device can be a second-generation card reader. During the use, this smart machine supplies power through external power source. For another example, reference may be made to the cigarette investigation and cigarette dispensing based on portrait recognition provided in example 1, which is not described herein again.
According to the intelligent equipment provided by the embodiment, effective certificate verification is realized through the camera and the intelligent identification algorithm, and juveniles are prevented from participating in investigation and getting cigarettes; the display module is in direct contact with a consumer, the sample collection is efficient, and multiple points are available; the age, the sex and the wearing style of the consumer are identified through the camera, and the information such as smoking preference and smoking data of the consumer is combined for accurate distribution, so that the goal is achieved; the questionnaire collection is filled in and collected to the cloud end through the equipment end and the mobile phone end, and is bound with the identity card information and the characteristic information of the consumer, so that the accuracy and the objectivity of survey data are improved; the characteristic information, the time information and the place information of the consumers who receive the cigarettes can be effectively managed and associated with each other.
The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.
Claims (10)
1. A cigarette investigation and cigarette distribution method based on portrait recognition is characterized by comprising the following steps:
s1: acquiring an image of a consumer;
s2: identifying characteristic information of the consumer according to the image of the consumer;
s3: matching with the consumer data in the database according to the characteristic information, and entering step S4 if the data of the consumer does not exist in the database; if the data of the consumer exists in the database and the data meet the cigarette receiving condition, the step S5 is executed; if the data of the consumer exists in the database and the data do not accord with the cigarette receiving condition, ending;
s4: acquiring identity card information of a consumer, and performing people's identity card verification by combining with characteristic information identified from an image of the consumer; if the verification is passed, the flow proceeds to step S5; if the verification fails, the identity card information and the characteristic information of the consumer are automatically stored, and then the verification is finished;
s5: obtaining questionnaires filled by consumers and confirming success, obtaining goods picking codes of the consumers, and sending corresponding goods picking instructions to a cigarette issuing machine according to the goods picking codes to enable the cigarette issuing machine to issue cigarettes to the consumers;
s6: and automatically storing the identity card information, the characteristic information, the questionnaire survey, the time information and the place information of the consumers who receive the cigarettes each time.
2. The method of claim 1, wherein the characteristic information includes face information, age, gender and wearing style of the consumer.
3. The method of claim 1, wherein the non-compliance with cigarette pickup is when the consumer is less than 18 years of age.
4. The cigarette investigation and cigarette distribution method based on portrait identification according to claim 1, wherein the verification passing condition of the human-card verification is that the acquired identification card information matches with the characteristic information and the age reaches 18 years old or more, and the verification failing condition of the human-card verification is that the acquired identification card information does not match with the characteristic information and/or the age is less than 18 years old.
5. The cigarette investigation and cigarette distribution method based on portrait recognition according to claim 1, wherein a consumer fills in a questionnaire survey through a mobile terminal and/or a device terminal, and binds the questionnaire survey and characteristic information of the consumer to a cloud; the goods taking code is generated based on the cigarette types selected by the consumer, the historical smoking preference and the smoking data of the consumer.
6. A cigarette investigation and cigarette distribution intelligent device based on portrait recognition is characterized by comprising a face acquisition camera, an identity recognition device, a central control system, a cigarette distribution machine, a display module and a communication module;
the face acquisition camera, the identity recognition device, the display module, the communication module and the controller of the cigarette issuing machine are all connected with the central control system;
the face acquisition camera is used for acquiring an image of a consumer and transmitting the image to the central control system;
the identity recognition device is used for acquiring identity card information of a consumer and transmitting the identity card information to the central control system;
the display module is used for performing human-computer interaction;
the central control system is used for receiving the image of the consumer, identifying the characteristic information of the consumer and matching the characteristic information with the consumer data stored in the database; the system is also used for receiving identity card information and performing people's card verification; the controller is used for receiving the questionnaire survey filled by the consumer, acquiring the goods picking code after the questionnaire survey is confirmed to be successful, generating a control signal and sending the control signal to the cigarette dispenser; the collected consumer data are uploaded to a cloud server through a communication module;
the controller of the cigarette dispenser is used for receiving the control signal sent by the central control system and controlling the cigarette dispenser to dispense corresponding cigarettes to consumers;
the communication module is used for realizing the mutual communication between the central control system and the cloud server.
7. The intelligent cigarette investigation and cigarette distribution device based on portrait recognition according to claim 6, wherein the characteristic information comprises face information, age, gender and wearing style of the consumer; the consumer data includes identification card information, characteristic information, questionnaire survey, time and location information of the consumer who draws the cigarette each time.
8. The intelligent equipment for cigarette investigation and cigarette distribution based on portrait recognition according to claim 6, wherein when the central control system matches the feature information of the recognized consumer with the consumer data stored in the database, if the data of the consumer does not exist in the database, the central control system reminds the consumer to put the identity card to a designated area through the display module; if the data of the consumer exists in the database and accords with the cigarette receiving condition, the consumer is reminded to carry out questionnaire survey through the display module; if the data of the consumer exists in the database and the data do not accord with the cigarette receiving condition, the consumer is reminded through the display module and the program is terminated.
9. The intelligent cigarette investigation and cigarette distribution equipment based on portrait recognition according to claim 8, wherein when the central control system performs the witness verification based on the characteristic information and the identity card information of the consumer, if the verification is passed, the central control system reminds the consumer to perform questionnaire survey through the display module; if the verification fails, the consumer is reminded through the display module, and the program is terminated after the identity card information and the characteristic information of the consumer are automatically stored.
10. The intelligent cigarette research and dispensing device based on facial recognition according to claim 9, wherein the cigarette non-compliance is a condition that the consumer is less than 18 years of age; the passing condition of the human card verification is that the acquired identity card information is matched with the characteristic information and the age reaches 18 years old or above, and the failing condition of the human card verification is that the acquired identity card information is not matched with the characteristic information and/or the age is less than 18 years old; a consumer fills in a questionnaire survey through a mobile terminal and/or a device terminal; the goods taking code is generated based on the cigarette types selected by the consumer, the historical smoking preference and the smoking data of the consumer.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113850963A (en) * | 2021-09-26 | 2021-12-28 | 智城六新数字科技研究院(南京)有限公司 | Intelligent public welfare issuing terminal based on Internet of things |
| CN116308499A (en) * | 2023-05-17 | 2023-06-23 | 四川工程职业技术学院 | Marketing information acquisition system and method thereof |
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