KR102594840B1 - Apparatus for Idle Seat Analysis through Workload in Beauty Salon and Driving Method Thereof - Google Patents

Abstract

The present invention relates to an idle seat analysis device based on workload within a beauty salon and a method of driving the device. The device for analyzing idle seats through workload within a beauty salon according to an embodiment of the present invention records internally captured images from a photography device provided within a beauty salon. A communication interface unit that receives and communicates with the user terminal device for each seat in the beauty salon and the employee terminal device, and the analysis results of the received captured video, and the communication data between the user terminal device and the employee terminal device, It may include a control unit that analyzes the characteristics of the hair salon related to the type of hair care and analyzes the usage status of the hair care device in the hair care salon.

Description

Idle seat analysis device and driving method of the device through workload in beauty salon {Apparatus for Idle Seat Analysis through Workload in Beauty Salon and Driving Method Thereof}

The present invention relates to an idle seat analysis device and a method of driving the device based on the workload in a beauty salon. More specifically, the present invention relates to a device for analyzing idle seats by time using the number of seats in a hair salon, for example, the total number of customers over a certain period of time, By analyzing the number of customers by time zone, seat utilization time, manpower required for each seat, and manpower by business field, idle seats are analyzed temporally, and based on the analyzed content, the workload within the hair salon can be used to share idle seats and hire employees. It relates to an idle seat analysis device and a method of operating the device.

Recently, various methods have been provided to utilize idle seats in beauty salons. However, the existing method is a system that provides a reservation method between the customer and the hair salon simply by using only the number of unused seats among the seats in use within the hair salon. It is a system that determines whether there are actually idle seats in the hair salon and how many idle seats there are. There is no way to analyze the concept of time, such as how many hours idle seats occur or whether the appropriate number of people are actually engaged in work.

In other words, because we have only focused on the number of seats so far, there is a problem of not being able to properly check our idle seats.

Korean Patent Publication No. 10-2020-0111045 (2020.09.28.) Korean Patent Publication No. 10-2016-0025719 (2016.03.09.) Korea Patent Publication No. 10-2019-0037550 (2019.04.08.)

In an embodiment of the present invention, for example, in order to analyze idle seats by time using the number of seats in a hair salon, the total number of customers over a certain period of time, the number of customers by time period, seat utilization time, manpower required for each seat, and manpower analysis by work field are analyzed. The purpose is to provide an idle seat analysis device and a method of driving the device through workload in a beauty salon that can analyze idle seats temporally and share idle seats and hire employees based on the analyzed content.

An idle seat analysis device based on workload within a beauty salon according to an embodiment of the present invention receives internal captured images from a photography device provided within the beauty salon, and communicates with the user terminal device for each seat within the beauty salon and the employee's employee terminal device, respectively. Analyzing the characteristics of the hair salon related to the hair care type of customers based on the interface unit and the analysis results of the received captured video, and communication data with the user terminal device and the employee terminal device, and hair care devices in the hair salon It includes a control unit that analyzes the usage status.

The control unit may determine the number of seats in the beauty salon and the usage time of the hair care device based on the analysis result of the captured image.

The control unit may analyze sales for each seat according to customers' hair care based on communication data of the user terminal device for each seat in order to determine the characteristics of the hair salon.

The control unit may determine whether to hire an employee and whether to share the idle seat with other employees based on idle time data for each seat in the hair salon.

The control unit analyzes the employee's activity level for each seat based on at least one of an analysis result of the received captured video and communication data between the employee terminal device and the user terminal device for each seat in order to obtain idle time data for each seat. can do.

The control unit manages the space in the beauty salon in a way that employees of different affiliations share it with each other, and can analyze the characteristics and usage status of the salon by grouping employees with the same affiliation into one group.

In addition, the method of driving an idle seat analysis device based on workload in a beauty salon according to an embodiment of the present invention includes a communication interface unit receiving internal captured images from a photographing device provided in the beauty salon, and the user terminal device and employee for each seat in the beauty salon. A step of communicating with an employee terminal device, and a control unit analyzing characteristics of the hair salon related to customers' hair care types based on analysis results of the received captured video and communication data with the user terminal device and the employee terminal device. And, it includes the step of analyzing the usage status of the hair care device in the beauty salon.

According to an embodiment of the present invention, the accuracy of analysis can be improved by analyzing idle seats by time using the number of seats in the beauty salon.

Additionally, an embodiment of the present invention may be able to determine sharing of idle seats and hiring of employees based on the analysis results.

1 is a diagram showing an idle seat analysis system according to an embodiment of the present invention;
Figure 2 is a block diagram illustrating the detailed structure of the idle seat analysis device of Figure 1;
3 is a diagram showing an idle seat analysis process according to an embodiment of the present invention, and
Figure 4 is a flowchart showing the driving process of the idle seat analysis device of Figure 1.

Hereinafter, embodiments of the present invention will be described in detail with reference to the drawings.

1 is a diagram showing an idle seat analysis system according to an embodiment of the present invention.

As shown in Figure 1, the idle seat analysis system 90 according to an embodiment of the present invention includes an employee terminal device 100, a user terminal device for each seat 105, a photographing device 107, a communication network 110, and Includes part or all of the idle seat analysis device 120.

Here, “including part or all” means that the idle seat analysis system 90 is configured by omitting some components such as the employee terminal device 100, or that the idle seat analysis system 90 is configured by omitting some components, such as the employee terminal device 100, or the components constituting the idle seat analysis device 120. It means that some or all of it can be integrated into a network device (e.g., wireless switching device, etc.) constituting the communication network 110, and is explained as being entirely included to facilitate a sufficient understanding of the invention.

The employee terminal device 100 may include, for example, a smartphone or a dedicated terminal device carried by staff for each work field. The employee terminal device 100 may include a wearable device worn on the wrist, etc. When wearing a wearable device, location tracking is possible through Bluetooth communication, so it is useful, for example, to determine the movements of employees within a beauty salon. The employee terminal device 100 may be used, for example, in a beauty salon store, that is, to identify employees in the store and check their work areas. To this end, the employee terminal device 100 can be equipped with an application (hereinafter referred to as an app) for using the service according to an embodiment of the present invention, and the app is sent to the idle seat analysis device 120 as a website (address). You can access and download it, or download and install it through a separate app store.

Of course, employees using the employee terminal device 100 can also use the service through their smartphones, and can go through procedures such as membership registration in advance to use the service. Through this, identification information such as the device ID of the employee terminal device 100 can be obtained and services can be provided. In the above process, you can register your work field and also save information about the seat you are in charge of. Above all, it can be useful for checking whether the employee commutes to and from a shared shop, such as a hair salon, through the employee terminal device 100. For example, when employees clock in or out of a workspace (97), such as a hair salon, they can leave a record of their attendance by running the app and selecting the clock-in button on the screen. Of course, these attendance records can also be confirmed through a fingerprint reader installed at the store's entrance door, so the embodiment of the present invention will not be specifically limited to using the employee terminal device 100. Of course, if there is a store manager at a location such as an info desk within the store, attendance checks may also be made through the manager.

In other words, for example, if a hair salon according to an embodiment of the present invention is operated in the form of a shared office, the same space can be shared by several employees of different affiliations (e.g., a hair designer, a hair salon director, etc.). Therefore, in this case, the management staff may rent some space in the store and manage the commute of hair designers, etc. In an embodiment of the present invention, it is desirable to use a beauty salon by allocating some space in the form of a shared office. For example, if the shared space is located in several different locations, it is possible to lease one store from a rental business, etc., but it may also be possible to divide the space and rent one store to multiple businesses.

The user terminal device 105 for each seat may include a dedicated terminal provided at each seat, such as a tablet PC, in the case of a beauty salon. Sales analysis by service for employees designated for each seat can be performed through the user terminal device 105 for each seat. Of course, the user terminal device 105 for each seat inputs information about haircut, perm, hair care, shampoo, etc. like a POS (Point of Sales) terminal, and the data is provided to the idle seat analysis device 120 and stored in the DB ( After being systematically classified and stored in 120a), data analysis can be performed. Through this, for example, in the case of a hair salon, it is possible to analyze the characteristics of the store, such as whether there are many customers for haircuts or perms. Of course, data analysis may be performed independently by installing a program in the user terminal device 105. However, since the idle seat analysis device 120 is expensive and equipped with high-performance hardware and software resources, it is desirable that the system be designed to utilize these.

For example, through the user terminal device 105 at each seat, an employee can register that a customer's haircut task is being performed. Then, you can select the relevant item and proceed with payment. By analyzing this data by hour, day, week, month, and year, it is possible to determine the sales volume or idleness of each seat in the beauty salon store. If this analysis is performed on five seats in a hair salon, characteristics such as the operating efficiency of the hair salon can be analyzed, and for example, efficiency can be analyzed based on the four seasons. Accordingly, you can apply to share a specific seat at a specific time and perform actions such as renting it to an employee of another business or a freelancer. If it is determined that the workload for employees in each seat is high, the manager can hire employees. Notification may be made to.

The photographing device 107 includes a camera that photographs the interior of the work space 97. One camera may be installed and operated, but multiple cameras may be installed and operated. When the video captured by the camera is provided to the idle seat analysis device 120 and analyzed, the number of seats in the relevant work space 97 can be confirmed, and the seating time of customers (e.g., morning/afternoon) for each seat , It can be used to analyze customer gender, employee placement status by seat, and movement analysis for each employee. In addition, when using a (video) camera, the usage time of hair setting machines, steam hair machines, hair dookey care machines, and ballroom perm machines in the beauty salon can be analyzed. Of course, if the hair care device in the beauty salon is capable of Internet of Things (IoT) communication, it can be used together with the captured image of the photographing device 107.

The communication network 110 includes both wired and wireless communication networks. For example, a wired or wireless Internet network may be used or linked as the communication network 110. Here, the wired network includes an Internet network such as a cable network or public switched telephone network (PSTN), and the wireless communication network includes CDMA, WCDMA, GSM, Evolved Packet Core (EPC), Long Term Evolution (LTE), and Wibro networks. It is meant to include. Of course, the communication network 110 according to an embodiment of the present invention is not limited to this, and can be used in, for example, a cloud computing network in a cloud computing environment, a 5G network, etc. For example, if the communication network 110 is a wired communication network, the access point within the communication network 110 can connect to the telephone company's exchange office, etc., but if it is a wireless communication network, it can connect to the SGSN or GGSN (Gateway GPRS Support Node) operated by the communication company to receive data. Data can be processed by connecting to various repeaters such as BTS (Base Transsive Station), NodeB, and e-NodeB.

Communication network 110 may include an access point. The access point here includes small base stations such as femto or pico base stations that are often installed in buildings. Femto or pico base stations are classified as small base stations according to the maximum number of employee terminal devices (100), user terminal devices (105) or imaging devices (107) for each seat that can be connected. Of course, the access point may include a short-distance communication module for performing short-distance communication such as ZigBee and Wi-Fi with the employee terminal device 100, the user terminal device 105 for each seat, or the photographing device 107. Access points can use TCP/IP or RTSP (Real-Time Streaming Protocol) for wireless communication. Here, in addition to Wi-Fi, short-range communication can be performed using various standards such as Bluetooth, Zigbee, infrared, radio frequency (RF) such as Ultra High Frequency (UHF) and Very High Frequency (VHF), and ultra-wideband communication (UWB). Accordingly, the access point can extract the location of the data packet, designate the best communication path for the extracted location, and forward the data packet to the next device, such as the idle seat analysis device 120, along the designated communication path. Access points can share multiple lines in a typical network environment and include, for example, routers, repeaters, and repeaters.

The idle seat analysis device 120 uses, for example, the number of seats in a beauty salon to analyze idle seats by time, including the total number of customers over a certain period of time, the number of customers by time period, seat utilization time, manpower required for each seat, and manpower for each work field. Through analysis, idle seats are analyzed temporally, and sharing of idle seats and hiring of employees are carried out based on the analyzed contents.

More specifically, the idle seat analysis device 120 can check the idle time and utilization percentage (%) for each seat during each certain period through analysis. Through this, seat efficiency is analyzed. For example, if there are 4 seats and a total of 4 seats are empty for 10 hours during 8 hours of business hours, it can be determined that each seat has 2.5 hours of idle time. It can be seen as a concept of time, not a seat. To this end, the idle seat analysis device 120 may analyze captured images to make a decision, or may make a decision based on communication data with the employee terminal device 100 or the user terminal device 105 for each seat. For example, in the recorded video, if an employee and a customer are together in a specific seat, it is determined that service is provided. However, if there are no customers in the seat, it is judged to be in an idle state. The idle seat analysis device 120 can calculate the time a customer sits in a specific seat through video analysis to calculate utilization and idle time.

For example, when the idle seat analysis device 120 receives a captured image, it recognizes the chair in the seat using a template through object detection or an object detector such as artificial intelligence deep learning, and recognizes the seat in the beauty salon based on this. However, after recognizing each seat in the captured video of the first received video frame, the coordinates are set, and the seat in the next video frame can be easily recognized based on the set coordinate values. In addition, if there are customers and employees who are recognized as people based on the seat, this is combined with time information to count how many customers there are at a specific time and the number of customers through image recognition to determine the number of customers by hour, week, month, etc. You will be able to analyze the total number of customers. In this process, the workload of employees in charge of seating can also be analyzed.

In addition, the idle seat analysis device 120 can analyze the customer service type of its store through sales (e.g., cut, perm, hair care, dyeing, etc.) through communication data of the user terminal device 105 for each seat. You can. You can also analyze your store's sales patterns to understand its workforce. For example, personnel such as perm specialist staff, cut specialist staff, and auxiliary staff can be identified. The user terminal device 105 transmits identification information to the idle seat analysis device 120 and provides business data. In other words, when a cut is made, the user terminal device 105 selects the cut on the screen and notifies it to the idle seat analysis device 120. And, when payment is made for the relevant task, payment completion information is transmitted. In this way, the sales of each seat can be determined.

Furthermore, the idle seat analysis device 120 analyzes the amount of activity of each employee through the movement of each employee. This can be done using data obtained through short-distance wireless communication such as Bluetooth, but can also be determined through analysis results of captured images. By analyzing this amount of activity, it is possible to determine the manpower shortage according to the amount of movement. For example, when an employee in each seat moves to a nearby hair care device, the moving distance within the video frame is measured and the actual distance within the hair salon that matches it is extracted. Of course, such data can be matched and stored in the form of a lookup table. By calculating the amount of movement of each employee using actual data, it is possible to measure the amount of movement, such as the workload of employees. The idle seat analysis device 120 checks the number of employees assigned to each seat through video and analyzes or determines whether the number of employees assigned is appropriate. If the actual number of employees employed is two, idle time can be confirmed by determining the movement time of each employee.

In addition, the idle seat analysis device 120 can also analyze the usage time of various beauty salon machines, such as hair care devices, placed in the beauty salon. Idle time can be analyzed by analyzing the utilization time of each machine. Of course, the idle seat analysis device 120 can determine the utilization status of specific machines by analyzing captured images, or, if the machines are capable of IoT communication, data can be acquired through IoT communication and used for analysis.

In this way, the idle seat analysis device 120 can determine whether to hire employees for each field or share matching to utilize the idle seats through data on each idle seat time analyzed, and provides appropriate analysis content according to the decision. can do. In other words, the idle seat analysis device 120 operates as a server that provides a service, and displays it on the service screen (e.g., main screen, etc.) so that sharing can occur when it is determined that the use of idle seats is necessary. Other employees from other organizations can view it, freelancers, etc. can view it, or related information can be transmitted to the user terminal device of the freelancer or others who have requested sharing. Accordingly, for example, the service may be provided in the form of the freelancer sharing the requested seat and paying a fee. This corresponds to a sharing operation for idle seats (e.g., idle manpower, insufficient manpower, etc.).

For example, in the case of stores located in different locations (or different floors or physical locations in the same building, etc.), this is not a big problem, but in the case where multiple beauty salons share the same space, such as a shared office, an idle seat analysis device ( 120) manages the seats within the space separately. To this end, the idle seat analysis device 120 can set groups for seats and analyze the above characteristics or sales status for each group. In other words, if Business A leases seats 1 to 5 out of a total of 10 seats in a hair salon and operates a hair salon, the analysis results for those seats are judged based on Business A's store characteristics and sales status.

Meanwhile, the idle seat analysis device 120 may provide services in the form of a metaverse when providing services.

When customers access an online website, etc. and select a specific hair shop, i.e., a beauty salon, the idle seat analysis device 120 provides the metaverse screen of the selected hair shop to the customer's smartphone, etc. For example, if the business hours of hair shops are different, each hair shop is activated based on the business hours information and displayed on the screen. The status of the current business can be displayed on the screen in various forms.

In addition, the idle seat analysis device 120 checks the commuting status of hair designers at each hair shop, and furthermore detects movement within the hair shop, and when providing a service, tracks the location of the hair designers. Move the corresponding avatar on the screen. To this end, the idle seat analysis device 120 can perform a hair shop store and hair designer character creation operation through the metaverse. In addition, you can receive and manage real-time schedules for each hair designer. To this end, it can be operated in conjunction with at least one of the employee terminal device 100 of the hair shop or the user terminal device 105 for each seat.

For example, the idle seat analysis device 120 may expose hair shops subscribed to the service on an app map, and allow customers to search for hair shops adjacent to their location or in a specific area through the app. Additionally, when searching for customers, the number of designers and the number of idle designers for each hair shop can be displayed. In addition, schedule information is provided on the screen so that customers can check individual designers' work schedules when entering the hair shop through the metaverse. Customers upload (or confirm) a real-time visit schedule by selecting a specific designer or designating an entire hair salon. In addition, the idle seat analysis device 120 allows the hair salon to receive customer schedule visit reservations.

In addition, the idle seat analysis device 120 stores the work log (or work date and time) in the DB 120a when the work entered by the hair designer is completed. Of course, the work log here includes photos, etc. In addition, the idle seat analysis device 120 creates or uploads portfolios (e.g., photos, work logs, etc.) of hair designers at the hair shop and allows them to be confirmed, for example, on the employee terminal device 100. In addition, the idle seat analysis device 120 can generate and provide business analysis charts for each shop, month, and hair designer. Typically, it is possible to provide analysis results in the form of a graph about what work a specific hair designer performed at the hair shop he or she belongs to. Of course, in this process, it is also possible to calculate the hair shop's work costs and display profits.

As a result of the above configuration, the embodiment of the present invention is able to determine the number of hair designers in the hair shop by linking the hair designers' attendance record time, and record the work time and work end time when the hair designer is styling a customer, so that each You can check each designer's work log and write down detailed work details (e.g. cut, perm, dyeing, hair nutrition, number of shampoos, etc.) and use it to make reservations for customers by indicating service availability when visiting. there is. In addition, from the hair shop's point of view, designers can operate efficiently, and from the designer's point of view, it is possible to create a portfolio at the hair shop where he/she worked, which can be used as material for job change.

Figure 2 is a block diagram illustrating the detailed structure of the idle seat analysis device of Figure 1.

As shown in FIG. 2, the idle seat analysis device 120 of FIG. 1 according to an embodiment of the present invention includes a communication interface unit 200, a control unit 210, an idle seat analysis unit 220, and a storage unit 230. ) includes part or all of.

The communication interface unit 200 communicates with the employee terminal device 100, the user terminal device for each seat 105, and the photographing device 107 via the communication network 110 of FIG. 1, respectively. The communication interface unit 200 may perform operations such as modulation/demodulation, muxing/demuxing, encoding/decoding, and scaling to convert resolution during communication. Since this is obvious to those skilled in the art, further explanation is omitted.

The communication interface unit 200 downloads an app for using the service according to an embodiment of the present invention at the request of the employee terminal device 100, or receives information about this when running the app to provide commuting information. and provides it to the control unit 210. In other words, the communication interface unit 200 communicates with the employee terminal device 100 and the user terminal device 105 for each seat to receive communication data. Here, communication data may be named business data.

The communication interface unit 200 receives various data through communication with the user terminal device 105 for each seat. For example, the user terminal device 105 for each seat may be a tablet PC installed at each seat, and a program such as a POS terminal may be installed on the tablet PC. In other words, sales can be identified or payments can be made. Accordingly, the user terminal device 105 for each seat can provide information such as sales of employees performing work at the corresponding seat.

The control unit 210 is responsible for the overall control operation of the communication interface unit 200, the idle seat analysis unit 220, and the storage unit 230 of FIG. 2. The control unit 210 receives communication data from the employee terminal device 100 and the seat-specific user terminal device 105 of FIG. 1 received through the communication interface unit 200, stores it temporarily in the storage unit 230, and then retrieves the communication data. It is provided to the idle seat analysis unit 220. In addition, the control unit 210 generates data in a specified format according to the request of the idle seat analysis unit 220, and uses the communication interface unit 200 to systematically classify and store data in the DB 120a of FIG. 1. Control.

Of course, in addition to this, the control unit 210 can perform various operations in conjunction with the idle seat analysis unit 220. Specifically, the control unit 210 uses the number of seats in the beauty salon to analyze idle seats by time, including the total number of customers for a certain period (e.g., hour, day, month, year, etc.), the number of customers by time period, and the seat utilization time. , idle seats are temporally analyzed through analysis of the required manpower for each seat and manpower for each business field, and based on the analyzed contents, sharing of idle seats and hiring of employees can be done. For example, if sharing of idle seats is necessary according to the analysis results, the control unit 210 automatically notifies the sharing community (e.g., online bulletin board, etc.) or notifies employees or users who have applied for sharing at a specific store, etc. You can perform actions such as providing information. Regarding employee recruitment, notices are automatically made on the recruitment bulletin board. Of course, since the data format for sharing or recruitment is already stored, only some information, such as seat information, can be changed and notified automatically.

The idle seat analysis unit 220 determines the number of employees in the store, confirms the work area, confirms the number of seats, customer seating time by seat, customer gender analysis, employee placement status by seat, analysis of movement of each employee, analysis of store characteristics, and Various operations can be performed, such as analyzing the usage time of hair care devices in the store. For this purpose, the idle seat analysis unit 220 analyzes the captured image provided by the photographing device 107 of FIG. 1 or data provided by the employee terminal device 100 or the user terminal device 105 for each seat. It can be analyzed.

Typically, the idle seat analysis unit 220 can analyze sales by service, such as haircut, perm, hair care, and shampoo, based on data provided by the user terminal device 105 for each seat. In addition, you can analyze data by day, week, month, or year, such as whether there are a lot of haircut customers or perm customers. Of course, such data analysis can be performed based on information input by employees at each seat, such as hair designers, through the user terminal device 105 for each seat. Of course, since payment is also made through the corresponding user terminal device 105, sales can be analyzed through this.

In addition, the idle seat analysis unit 220 can provide a metaverse service in relation to a specific store, that is, a hair salon. By providing the existing homepage screen in the form of a metaverse, the status of employees in the hair salon can be checked on the metaverse screen in the form of a video, and you can also select a hair designer for a specific seat, check the schedule, and make a reservation. Various operations can be performed. Since this has been sufficiently explained previously, I would like to replace it with the contents.

The storage unit 230 stores various types of data that are processed under the control of the control unit 210. The storage unit 230 temporarily stores the captured image of the photographing device 107 of FIG. 1 under the control of the controller 210 and outputs it to be provided to the idle seat analysis unit 220. In addition, the storage unit 230 includes a template for recognizing seats or people, or stores data matching the actual distance within the beauty salon compared to the distance within the video frame in the form of a look-up table (LUT), upon request from the control unit 210. Can be printed. That is, when the distance between pixels is calculated and input with respect to the employee's movement, the storage unit 230 outputs an actual distance value within the beauty salon that matches the calculated distance between pixels. Of course, it is possible to use it not in the form of a LUT but by directly calculating it using a program, so the embodiment of the present invention will not be particularly limited to any one form.

In addition to the above, the communication interface unit 200, control unit 210, idle seat analysis unit 220, and storage unit 230 of FIG. 2 can perform various operations, and other details have been sufficiently explained previously. I would like to replace it with contents.

The communication interface unit 200, control unit 210, idle seat analysis unit 220, and storage unit 230 of FIG. 2 according to an embodiment of the present invention are composed of hardware modules that are physically separated from each other, but each module is It will be possible to store software to perform the above operations internally and execute it. However, the software is a set of software modules, and each module can be formed of hardware, so there will be no particular limitation on the configuration of software or hardware. For example, the storage unit 230 may be hardware, such as storage or memory. However, since it is possible to store information through software (repository), the above content will not be specifically limited.

Meanwhile, as another embodiment of the present invention, the control unit 210 may include a CPU and memory, and may be formed as a single chip. The CPU includes a control circuit, an arithmetic unit (ALU), an instruction interpretation unit, and a registry, and the memory may include RAM. The control circuit performs control operations, the operation unit performs operations on binary bit information, and the command interpretation unit includes an interpreter or compiler, which can convert high-level language into machine language and machine language into high-level language. , the registry may be involved in software data storage. According to the above configuration, for example, at the beginning of the operation of the idle seat analysis device 120, the program stored in the hair shop matching unit 320 is copied, loaded into memory, that is, RAM, and then executed, thereby increasing the data operation processing speed. can increase rapidly.

Figure 3 is a diagram showing an idle seat analysis process according to an embodiment of the present invention.

As shown in FIG. 3, the employee terminal device 100 can provide commuting information to the idle seat analysis device 120 by, for example, running an app and selecting a button related to commuting (S300). If the employee terminal device 100 is a wearable device, the employee's movement can be determined by providing movement information in real time to the idle seat analysis device 120 through short-distance communication such as Bluetooth. Of course, Bluetooth communication can be performed with the user terminal device 105 for each seat, and the user terminal device 105 can operate as a kind of communication repeater.

The user terminal device 105 for each seat transmits work data entered by employees related to work at each seat to the idle seat analysis device 120 (S310), and the photography device 107 captures, for example, images captured inside a hair salon in real time. Alternatively, it is periodically transmitted to the idle seat analysis device 120 (S320).

The idle seat analysis device 120 includes a server, analyzes captured video and data from the employee terminal device 100 or the user terminal device 105 for each seat, and analyzes idle seats by time using the number of seats in the beauty salon ( S330). Of course, the idle time for each seat can be determined for each seat individually, but it can be done by averaging the total number of seats as before. In other words, if seat A has 5 hours of idle time and seat B has 3 hours of idle time, this can be determined independently, but in the latter case, the total idle time is 8 hours, so there is 4 hours of idle time for each seat. It is judged that it has occurred. In the latter case, it may be beneficial for sharing seats or hiring staff.

In this way, the idle seat analysis device 120 determines whether to share the idle seat and whether to hire employees based on the analysis result (S340). For example, by analyzing idle time, it is possible to decide whether to share or hire employees when idle time exceeds the non-idle seat seating time. It may be possible for a beauty salon manager to set these standard values. For example, a pop-up window is provided when registering as a member, or such data is set in the My Page section of the service screen.

In addition to the above, the employee terminal device 100, user terminal device 105 for each seat, photographing device 107, and idle seat analysis device 120 of FIG. 3 can perform various operations, and other details are described above. Since I have explained it sufficiently, I would like to replace it with the contents.

Figure 4 is a flowchart showing the driving process of the idle seat analysis device of Figure 1.

For convenience of explanation, referring to FIG. 4 together with FIG. 1, the idle seat analysis device 120 according to an embodiment of the present invention receives internal captured images from the imaging device 107 provided in the beauty salon, and analyzes the user's data for each seat in the beauty salon. It communicates with the terminal device 105 and the employee's employee terminal device 100, respectively (S400).

In addition, the idle seat analysis device 120 analyzes the characteristics of the beauty salon related to the hair care type of customers based on communication data with the user terminal device 105 and the employee terminal device 100 as a result of analysis of the received captured video, and Analyze the usage status of my hair care device (S410). The analysis method has been sufficiently explained previously, so I will replace it with the contents.

In addition to the above, the idle seat analysis device 120 of FIG. 1 can perform various operations, and other details have been sufficiently explained previously, so these will be replaced.

Meanwhile, just because all the components constituting the embodiment of the present invention are described as being combined or operated in combination, the present invention is not necessarily limited to this embodiment. That is, as long as it is within the scope of the purpose of the present invention, all of the components may be operated by selectively combining one or more of them. In addition, although all of the components may be implemented as a single independent hardware, a program module in which some or all of the components are selectively combined to perform some or all of the combined functions in one or more pieces of hardware. It may also be implemented as a computer program having. The codes and code segments that make up the computer program can be easily deduced by a person skilled in the art of the present invention. Such computer programs can be stored in non-transitory computer readable media and read and executed by a computer, thereby implementing embodiments of the present invention.

Here, a non-transitory readable recording medium refers to a medium that stores data semi-permanently and can be read by a device, rather than a medium that stores data for a short period of time, such as a register, cache, or memory. . Specifically, the above-described programs may be stored and provided on non-transitory readable recording media such as CD, DVD, hard disk, Blu-ray disk, USB, memory card, ROM, etc.

In the above, preferred embodiments of the present invention have been shown and described, but the present invention is not limited to the specific embodiments described above, and may be used in the technical field to which the invention pertains without departing from the gist of the invention as claimed in the claims. Of course, various modifications can be made by those skilled in the art, and these modifications should not be understood individually from the technical idea or perspective of the present invention.

100: Employee terminal device 105: User terminal device for each seat
107: photographing device 110: communication network
120: Idle seat analysis device 200: Communication interface unit
210: Control unit 220: Idle seat analysis unit
230: storage unit

Claims (7)

a communication interface unit that receives internal captured images from a photography device installed in the beauty salon and communicates with a user terminal device for each seat in the beauty salon and an employee terminal device, respectively; and
As a result of analyzing the received captured video, the characteristics of the hair salon related to the hair care type of customers are analyzed based on communication data between the user terminal device and the employee terminal device, and the usage status of the hair care device in the hair salon is determined. Includes a control unit to analyze,
The control unit determines the number of seats in the beauty salon and the usage time of the hair care device based on the analysis results of the captured image, respectively,
The control unit determines whether to hire employees and whether to share idle seats with other employees based on idle time data for each seat in the beauty salon,
The control unit analyzes the employee's activity level for each seat based on at least one of an analysis result of the received captured video and communication data between the employee terminal device and the user terminal device for each seat in order to obtain idle time data for each seat. do,
The control unit manages the space in the beauty salon in a way that employees of different affiliations share it with each other, and analyzes the characteristics and usage status of the salon by grouping employees with the same affiliation into one group,
The control unit measures the moving distance within the video frame of the captured image when the employee in each seat moves to a nearby hair care device, extracts the actual distance within the beauty salon matching the measured moving distance, and extracts the extracted An idle seat analysis device based on workload within a hair salon that measures the amount of movement of each employee by calculating the amount of movement of each employee using actual distance data. delete According to paragraph 1,
The control unit is an idle seat analysis device based on workload within a hair salon that analyzes sales by seat according to customers' hair care based on communication data of the user terminal device for each seat in order to determine the characteristics of the hair salon. delete delete delete A step of the communication interface unit receiving an internal captured image from a photographing device provided in the beauty salon and communicating with a user terminal device for each seat and an employee terminal device in the beauty salon, respectively; and
The control unit analyzes the characteristics of the hair salon related to the hair care types of customers based on the results of analysis of the received captured video and communication data with the user terminal device and the employee terminal device, and analyzes the characteristics of the hair salon related to the hair care type of the customers, Including; analyzing the usage state;
The control unit determining the number of seats in the beauty salon and the usage time of the hair care device based on the analysis result of the captured image;
The control unit determining whether to hire employees and whether to share idle seats with other employees based on idle time data for each seat in the hair salon;
The control unit analyzes the employee's activity level for each seat based on at least one of the analysis results of the received captured video and communication data between the employee terminal device and the user terminal device for each seat in order to obtain idle time data for each seat. step;
The control unit manages the space within the beauty salon in a way that employees belonging to different affiliations share it with each other, and analyzing the characteristics and usage status of the beauty salon by grouping employees with the same affiliation into one group; and
When the employee in each seat moves to a nearby hair care device, the control unit measures the moving distance within the video frame of the captured image, extracts the actual distance within the beauty salon that matches the measured moving distance, and extracts the extracted actual distance. A step of measuring the amount of movement of each employee by calculating the amount of movement of each employee through distance data;
Further including, a method of driving an idle seat analysis device through workload in a beauty salon.