TWI615813B - Intelligent vending machine - Google Patents
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- 230000001815 facial effect Effects 0.000 claims abstract description 13
- 238000012545 processing Methods 0.000 claims description 76
- 238000004891 communication Methods 0.000 claims description 29
- 238000004458 analytical method Methods 0.000 claims description 18
- 238000012544 monitoring process Methods 0.000 claims description 12
- 239000000284 extract Substances 0.000 claims description 4
- 238000007726 management method Methods 0.000 description 6
- CIWBSHSKHKDKBQ-JLAZNSOCSA-N Ascorbic acid Chemical compound OC[C@H](O)[C@H]1OC(=O)C(O)=C1O CIWBSHSKHKDKBQ-JLAZNSOCSA-N 0.000 description 4
- 238000013459 approach Methods 0.000 description 4
- 235000011389 fruit/vegetable juice Nutrition 0.000 description 3
- 239000008267 milk Substances 0.000 description 3
- 210000004080 milk Anatomy 0.000 description 3
- 235000013336 milk Nutrition 0.000 description 3
- ZZZCUOFIHGPKAK-UHFFFAOYSA-N D-erythro-ascorbic acid Natural products OCC1OC(=O)C(O)=C1O ZZZCUOFIHGPKAK-UHFFFAOYSA-N 0.000 description 2
- 229930003268 Vitamin C Natural products 0.000 description 2
- 238000010586 diagram Methods 0.000 description 2
- 235000019154 vitamin C Nutrition 0.000 description 2
- 239000011718 vitamin C Substances 0.000 description 2
- 235000013361 beverage Nutrition 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 235000021581 juice product Nutrition 0.000 description 1
- 238000010223 real-time analysis Methods 0.000 description 1
- 235000011496 sports drink Nutrition 0.000 description 1
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Abstract
一種智慧型自動販賣機，根據使用者的臉部影像，分析使用者的性別及年齡，播放相關於此性別年齡資料的個人推薦廣告。此智慧型自動販賣機並在一段預設時間內，收集使用者的性別、年齡及購買品項，據以做成各時段的銷售行為統計結果。此智慧型自動販賣機根據此銷售行為統計結果，在各時段播放對應的時段推薦廣告。 A smart vending machine that analyzes the user's gender and age based on the user's facial image and plays a personal recommendation advertisement related to the gender age data. The smart vending machine collects the user's gender, age and purchase items for a predetermined period of time, and based on this, the sales behavior statistics of each period are made. According to the sales behavior statistics result, the smart vending machine plays the corresponding time slot recommendation advertisement in each time period.
Description
本發明是有關於一種智慧型自動販賣機。 The invention relates to a smart vending machine.
就傳統的自動販賣機而言，只能在使用者投幣後，給予使用者所選定的商品，無法給予使用者任何的購買建議或推薦，亦無法將使用者的購買行為，回饋予商品供應商。此外，傳統的自動販賣機當有商品售完時，僅能在自動販賣機顯示已售完，須等至下一次補貨時，使用者才能再次買到商品，此既造成使用者購買不便，也讓商品供應商損失這段等待供貨時的可能收益。 In the case of a conventional vending machine, the user can only give the user the selected item after the coin is inserted, and cannot give the user any purchase suggestions or recommendations, nor can the user's purchase behavior be returned to the product supply. Business. In addition, when a conventional vending machine is sold out, it can only be sold out on the vending machine, and the user must wait until the next replenishment to purchase the product again, which causes the user to purchase inconvenience. It also allows the supplier to lose the potential benefits of waiting for delivery.
本發明提供一種智慧型自動販賣機，當使用者走近時，根據即時人臉辨識所判別的使用者年齡及性別結果，推薦適合使用者的個人推薦廣告供使用者觀覽。此外，根據本發明所提供之智慧型自動販賣機的人臉辨識功能，收集並統計使用者的性別年齡分析結果及所購買的商品項目，得出在一天內每一個時段中，消費最多的特定使用者族群及銷售最多的特定商品類別，藉以在各時段提供不同的時 段推薦廣告。另外，利用使用者的消費行為，統計在每個時段各商品項目的銷售個數，之後，根據銷售情況，預測各商品的需補貨時刻，讓供貨商能在此需補貨時刻前，及時將商品補上，據此使用者能有更好的購買體驗，商品供應商也不會損失這段等待補貨時間的收益。 The present invention provides a smart vending machine that, when a user approaches, recommends a personal recommendation advertisement suitable for the user for viewing by the user based on the age and gender results of the user identified by the instant face recognition. In addition, according to the face recognition function of the intelligent vending machine provided by the present invention, the gender age analysis result of the user and the purchased item are collected and counted, and the specific consumption is obtained in each time period in one day. User groups and specific product categories that sell the most, so that different time periods are available Segment recommended ads. In addition, using the user's consumption behavior, the number of sales of each item of merchandise in each time period is counted, and then, according to the sales situation, the replenishment time of each item is predicted, so that the supplier can wait for the replenishment time here. Timely replenishment of the merchandise, according to which the user can have a better buying experience, and the merchandiser will not lose the proceeds of waiting for replenishment time.
本發明之一實施方式提供一種智慧型自動販賣機，包括：一拍攝單元、一處理單元、一存儲單元及一顯示單元。拍攝單元拍攝一使用者的一臉部影像，處理單元根據拍攝單元所拍攝的使用者的該臉部影像，分析使用者的一性別及一年齡以獲得一性別年齡分析結果，處理單元並擷取使用者所購買的一商品項目，在一預設時間內，收集並統計使用者的性別年齡分析結果及其所購買的該商品項目，得出在一天內每一個時段中，消費最多的一特定使用者族群及銷售最多的一特定商品類別，並據以做成一銷售行為統計結果。存儲單元用以存儲分別對應至各該時段的該特定使用者族群及該特定商品類別的多個時段推薦廣告。顯示單元耦接至處理單元，在各時段內，處理單元根據各時段的銷售行為統計結果，從存儲單元擷取對應的時段推薦廣告，於顯示單元播放。 An embodiment of the present invention provides a smart vending machine comprising: a shooting unit, a processing unit, a storage unit and a display unit. The shooting unit captures a facial image of a user, and the processing unit analyzes a gender and an age of the user according to the facial image of the user captured by the shooting unit to obtain a gender analysis result, and the processing unit captures A product item purchased by the user collects and counts the gender age analysis result of the user and the item of the item purchased in a predetermined time period, and obtains a specific one that consumes the most in each time period in a day. The user group and the most sold category of a particular product category, and based on this, a sales behavior statistics result. The storage unit is configured to store the plurality of time-period recommended advertisements corresponding to the specific user group and the specific product category respectively corresponding to the time period. The display unit is coupled to the processing unit. During each time period, the processing unit extracts a corresponding time period recommendation advertisement from the storage unit according to the sales behavior statistics result of each time period, and plays the information on the display unit.
於部分實施方式中，存儲單元存有對應至各性別及各年齡的個人推薦廣告，當拍攝單元拍攝一即時使用者的臉部影像，處理單元根據拍攝單元所拍攝的即時使用者的臉部影像，即時分析即時使用者的性別及年齡，以獲得對應即時使用者的性別年齡分析結果，處理單元從存儲單元擷取 對應至性別年齡分析結果的個人推薦廣告於顯示單元播放。 In some embodiments, the storage unit stores a personal recommendation advertisement corresponding to each gender and each age. When the shooting unit captures a facial image of the instant user, the processing unit captures the facial image of the instant user according to the shooting unit. Instantly analyze the gender and age of the instant user to obtain the gender age analysis result corresponding to the immediate user, and the processing unit retrieves from the storage unit The personal recommendation advertisement corresponding to the gender age analysis result is played on the display unit.
於部分實施方式中，其中處理單元統計在各時段內各商品項目的一銷售個數，處理單元根據一原先存貨量及各時段的各銷售個數，預測一需補貨時刻。 In some embodiments, the processing unit counts the number of sales of each commodity item in each time period, and the processing unit predicts a replenishment time according to an original inventory quantity and each sales quantity of each time period.
於部分實施方式中，智慧型自動販賣機更包括一付款設備，其耦接至處理單元。此付款設備提供該使用者利用現金、塑膠貨幣或一行動電子裝置扣款等方式，藉以支付各該商品項目的費用。 In some embodiments, the smart vending machine further includes a payment device coupled to the processing unit. The payment device provides the user with the payment of cash, plastic money or a mobile electronic device to pay for each item of the item.
於部分實施方式中，其中，處理單元將在使用者選定商品項目並支付後，判斷使用者的支付金額是否正確，若為正確，則輸出對應至該商品項目的一實體商品。 In some embodiments, the processing unit determines whether the payment amount of the user is correct after the user selects the item and pays the payment, and if it is correct, outputs a physical item corresponding to the item.
於部分實施方式中，更包括當處理單元將在使用者選定商品項目並支付後，若判斷使用者的支付金額為不正確，處理單元則控制顯示單元顯示一錯誤訊息。 In some embodiments, the processing unit controls the display unit to display an error message if the processing unit determines that the payment amount of the user is incorrect after the user selects the item and pays the item.
於部分實施方式中，智慧型自動販賣機更包括一遠距通訊單元及一監控單元。遠距通訊單元及監控單元均耦接至處理單元。監控單元拍攝即時使用者的一購買情形，處理單元利用遠距通訊單元將即時使用者的購買情形即時傳送至遠端管理伺服器。 In some embodiments, the smart vending machine further includes a remote communication unit and a monitoring unit. The remote communication unit and the monitoring unit are all coupled to the processing unit. The monitoring unit captures a purchase situation of the instant user, and the processing unit uses the remote communication unit to immediately transmit the purchase situation of the instant user to the remote management server.
於部分實施方式中，智慧型自動販賣機更包括處理單元利用遠距通訊單元將銷售行為統計結果傳送至遠端管理伺服器。 In some embodiments, the smart vending machine further includes a processing unit that transmits the sales behavior statistics result to the remote management server by using the remote communication unit.
於部分實施方式中，智慧型自動販賣機更包括一近距通訊單元。近距通訊單元耦接至處理單元。當處理單 元即時分析即時使用者的性別及年齡，獲得對應即時使用者的性別年齡分析結果後，處理單元利用近距通訊單元，傳送相關於個人推薦廣告的一商品線上購物訊息的於即時使用者的一行動電子裝置上。 In some embodiments, the smart vending machine further includes a proximity communication unit. The proximity communication unit is coupled to the processing unit. When processing a single The real-time analysis of the gender and age of the instant user, and after obtaining the gender age analysis result corresponding to the instant user, the processing unit uses the proximity communication unit to transmit one of the online shopping messages of the product related to the personal recommendation advertisement to the instant user. On the mobile electronic device.
於部分實施方式中，其中，商品線上購物訊息包括一個二維條碼，此二維條碼提供連結至一商品線上購物網址。 In some embodiments, the product online shopping message includes a two-dimensional barcode, and the two-dimensional barcode provides a link to a product online shopping website.
100‧‧‧智慧型自動販賣機 100‧‧‧Smart vending machine
110‧‧‧處理單元 110‧‧‧Processing unit
120‧‧‧拍攝單元 120‧‧‧ Shooting unit
130‧‧‧存儲單元 130‧‧‧storage unit
140‧‧‧遠距通訊單元 140‧‧‧Telecom communication unit
150‧‧‧付款設備 150‧‧‧Payment equipment
160‧‧‧顯示單元 160‧‧‧Display unit
170‧‧‧近距通訊單元 170‧‧‧Close communication unit
180‧‧‧監控單元 180‧‧‧Monitoring unit
190‧‧‧遠端管理伺服器 190‧‧‧ Remote Management Server
第1圖繪示本發明第一實施方式之智慧型自動販賣機的功能方塊圖。 Fig. 1 is a block diagram showing the function of the smart vending machine of the first embodiment of the present invention.
第2圖繪示本發明第一實施方式之智慧型自動販賣機的外觀示意圖。 FIG. 2 is a schematic view showing the appearance of the smart vending machine of the first embodiment of the present invention.
以下將以圖式揭露本發明之複數個實施方式，為明確說明起見，許多實務上的細節將在以下敘述中一併說明。然而，應瞭解到，這些實務上的細節不應用以限制本發明。也就是說，在本發明部分實施方式中，這些實務上的細節是非必要的。此外，為簡化圖式起見，一些習知慣用的結構與元件在圖式中將以簡單示意的方式繪示之。 The embodiments of the present invention are disclosed in the following drawings, and the details of However, it should be understood that these practical details are not intended to limit the invention. That is, in some embodiments of the invention, these practical details are not necessary. In addition, some of the conventional structures and elements are shown in the drawings in a simplified schematic manner in order to simplify the drawings.
第1圖繪示本發明第一實施方式之智慧型自動販賣機的功能方塊圖。本發明所提供的智慧型自動販賣機100 包括一處理單元110、一拍攝單元120、一存儲單元130、一遠距通訊單元140、一付款設備150、一顯示單元160、一近距通訊單元170及一監控單元180。 Fig. 1 is a block diagram showing the function of the smart vending machine of the first embodiment of the present invention. The intelligent vending machine 100 provided by the invention The processing unit 110 includes a processing unit 110, a shooting unit 120, a storage unit 130, a remote communication unit 140, a payment device 150, a display unit 160, a proximity communication unit 170, and a monitoring unit 180.
處理單元110可以是一具有運算功能的處理器。拍攝單元120耦接至處理單元110，拍攝單元120可以是一攝像機。存儲單元130耦接至處理單元110，存儲單元130可以是一硬碟。遠距通訊單元140耦接至處理單元110，遠距通訊單元140可以是一廣域網路的通訊界面卡。付款設備150耦接至處理單元110，付款設備150可以是一投幣機(包含投幣口及退幣口)、塑膠貨幣感應器(例如信用卡、儲值卡感應器)或智慧型手機行動支付之感應器。顯示單元160耦接至處理單元110，顯示單元160可以是一螢幕。近距通訊單元170耦接至處理單元110，近距通訊單元170可以是一藍芽通訊模組。監控單元180耦接至處理單元110，監控單元180可以是一監視錄影機。 Processing unit 110 can be a processor with computing functionality. The shooting unit 120 is coupled to the processing unit 110, and the shooting unit 120 can be a camera. The storage unit 130 is coupled to the processing unit 110, and the storage unit 130 can be a hard disk. The remote communication unit 140 is coupled to the processing unit 110, and the remote communication unit 140 can be a communication interface card of a wide area network. The payment device 150 is coupled to the processing unit 110, and the payment device 150 can be a slot machine (including a coin slot and a coin withdrawal port), a plastic currency sensor (such as a credit card, a stored value card sensor), or a smart phone mobile payment. The sensor. The display unit 160 is coupled to the processing unit 110, and the display unit 160 can be a screen. The short-range communication unit 170 is coupled to the processing unit 110, and the short-range communication unit 170 can be a Bluetooth communication module. The monitoring unit 180 is coupled to the processing unit 110, and the monitoring unit 180 can be a monitoring video recorder.
第2圖繪示本發明第一實施方式之智慧型自動販賣機的外觀示意圖。除了上述構件之外，尚包括商品陳列區210及商品輸出口220。使用者在商品陳列區210中選定商品後，透過付款設備150支付後，即可從商品輸出口220拿取商品。 FIG. 2 is a schematic view showing the appearance of the smart vending machine of the first embodiment of the present invention. In addition to the above components, a merchandise display area 210 and a merchandise outlet 220 are also included. After the user selects the product in the product display area 210 and pays it through the payment device 150, the user can take the product from the product output port 220.
如第1圖及第2圖的智慧型自動販賣機100，存儲單元130存有對應至各性別及各年齡的多個個人推薦廣告。當有一即時使用者走近智慧型自動販賣機100時，拍攝單元120拍攝該即時使用者的臉部影像，處理單元110根據拍攝單元120所拍攝的該即時使用者的臉部影像，即時分析 該即時使用者的性別及年齡，以獲得對應該即時使用者的一性別年齡分析結果。接著，處理單元110從存儲單元130擷取對應至該性別年齡分析結果的個人推薦廣告於顯示單元160播放。其中，對應至不同性別及年齡的個人推薦廣告，係由商品供應商提供。 In the smart vending machine 100 of FIGS. 1 and 2, the storage unit 130 stores a plurality of personal recommendation advertisements corresponding to each gender and each age. When an instant user approaches the smart vending machine 100, the shooting unit 120 captures the facial image of the instant user, and the processing unit 110 analyzes the facial image of the instant user captured by the shooting unit 120. The gender and age of the instant user to obtain a gender analysis result corresponding to the immediate user. Next, the processing unit 110 retrieves the personal recommendation advertisement corresponding to the gender age analysis result from the storage unit 130 and plays it on the display unit 160. Among them, personal recommendation advertisements corresponding to different genders and ages are provided by commodity suppliers.
舉例來說，智慧型自動販賣機100販賣多種飲料，此時走近智慧型自動販賣機100的即時使用者是處理單元110判斷為25歲的女性，處理單元110即從存儲單元130中擷取富含維他命C果汁的廣告於顯示單元160播放。若處理單元110判斷即時使用者是15歲的男性，處理單元110即從存儲單元130中擷取運動飲料的廣告於顯示單元160播放。 For example, the smart vending machine 100 sells a plurality of beverages. At this time, the instant user approaching the smart vending machine 100 is a female who is determined by the processing unit 110 to be 25 years old, and the processing unit 110 extracts from the storage unit 130. The advertisement rich in vitamin C juice is played on the display unit 160. If the processing unit 110 determines that the instant user is a 15-year-old male, the processing unit 110 captures the advertisement of the sports drink from the storage unit 130 and plays it on the display unit 160.
另外，處理單元110根據拍攝單元120所拍攝的使用者的臉部影像，分析使用者的性別及年齡以獲得一性別年齡分析結果，處理單元110並擷取使用者所購買的一商品項目，在一預設時間內，收集並統計所有使用者的性別年齡分析結果及其所購買的商品項目，得出在一天內每一個時段中，消費最多的一特定使用者族群及銷售最多的一特定商品類別，並據以做成一銷售行為統計結果。處理單元並利用遠距通訊單元140將此銷售行為統計結果傳送至商品供應商的遠端管理伺服器190。 In addition, the processing unit 110 analyzes the gender and age of the user according to the facial image of the user captured by the shooting unit 120 to obtain a gender analysis result, and the processing unit 110 captures a product item purchased by the user. Collect and count the gender age analysis results of all users and the items they purchase in a preset period of time, and obtain a specific user group and the most sold one of the most consumed products in each time period in a day. Category, and based on it, a statistical result of sales behavior. The processing unit transmits the sales behavior statistics result to the remote management server 190 of the commodity provider using the remote communication unit 140.
存儲單元130則存儲分別對應至各時段的特定使用者族群及特定商品類別的多個時段推薦廣告，該些時段推薦廣告由商品供應商提供。在各時段內，處理單元110根 據各時段的銷售行為統計結果，從存儲單元130擷取對應的時段推薦廣告，於顯示單元160播放。 The storage unit 130 stores a plurality of time-period recommended advertisements respectively corresponding to a specific user group and a specific product category of each time period, and the recommended advertisements are provided by the commodity supplier. Processing unit 110 in each time period According to the sales behavior statistics result of each time period, the corresponding time period recommendation advertisement is retrieved from the storage unit 130 and played on the display unit 160.
舉例來說，其中，每一個時段可以設定為一小時，則一天有二十四個時段。上述的預設時間為一個月。在一個月內，本發明的智慧型自動販賣機100的處理單元110收集並統計所有使用者的性別年齡分析結果及其所購買的商品項目，得出在一天內各個小時，消費最多的特定使用者族群及銷售最多的特定商品類別，並據以做成銷售行為統計結果。處理單元110所得到的銷售行為統計結果，例如為：早上7時至8時這段時間，消費最多的使用者族群是10歲至18歲的男性，銷售最多的特定商品類別是牛奶。下午2時至3時，消費最多的使用者族群是30歲至40歲的女性，銷售最多的特定商品類別是咖啡。 For example, where each time period can be set to one hour, there are twenty-four time periods per day. The above preset time is one month. Within one month, the processing unit 110 of the smart vending machine 100 of the present invention collects and counts the gender age analysis results of all users and the item items they purchase, and obtains the specific use that consumes the most in each hour of the day. The ethnic group and the specific product category that sells the most, and based on it, the sales behavior statistics result. The statistical result of the sales behavior obtained by the processing unit 110 is, for example, from 7:00 am to 8:00 pm, the most consumed user group is a male between 10 and 18 years old, and the most popular specific product category is milk. From 2 pm to 3 pm, the most consumed user group is women between the ages of 30 and 40, and the most popular category of goods is coffee.
商品供應商獲得該銷售行為統計結果後，可根據在不同時段中，消費最多的使用者族群及銷售最多的特定商品類別，設計在各個時段適合播放的時段推薦廣告。例如，早上7時至8時這段時間，可以播放由青少年明星所代言的牛奶廣告。下午2時至3時這段時間可以播放由中年明星所代言的咖啡廣告。若一個時段內僅有一個時段推薦廣告，則連續播送該時段推薦廣告。若一個時段內有多個時段推薦廣告，則輪流播送。 After obtaining the statistical result of the sales behavior, the commodity supplier can design a recommended advertisement for the time period suitable for playing at each time period according to the user group that consumes the most in different time periods and the specific product category that sells the most. For example, between 7 am and 8 am, you can play a milk advertisement endorsed by a young star. A coffee advertisement endorsed by a middle-aged star can be played between 2 pm and 3 pm. If there is only one time period recommended advertisement in a time period, the recommended advertisement for the time period is continuously broadcast. If there are multiple time-recommended advertisements in a time period, they are broadcasted in turn.
在本發明其他實施例中，時段推薦廣告與個人推薦廣告的實施可以並行。舉例來說，下午2時至3時這段時間，是播放已預設好的中年男明星所代言的咖啡廣告，但 在下午2點30分時，有一位即時使用者欲使用智慧型自動販賣機100購買商品，此時，拍攝單元120拍攝該即時使用者的臉部影像，且處理單元110根據拍攝單元120所拍攝到的即時使用者的臉部影像，判斷該即時使用者為60歲的中年男性，不屬於在此時段內消費最多的使用者族群。此時，處理單元110將即時從存儲單元130內擷取對應於60歲男性的個人推薦廣告於顯示單元160播放。 In other embodiments of the invention, the implementation of the time-scheduled advertisement and the personal recommendation advertisement may be in parallel. For example, between 2 pm and 3 pm, it is a coffee advertisement that is played by a pre-defined middle-aged male star. At 2:30 pm, an instant user wants to use the smart vending machine 100 to purchase the product. At this time, the shooting unit 120 captures the facial image of the instant user, and the processing unit 110 takes a photo according to the shooting unit 120. The face image of the instant user is judged to be a middle-aged male of 60 years old, and does not belong to the user group that consumes the most during this time period. At this time, the processing unit 110 will immediately capture the personal recommendation advertisement corresponding to the 60-year-old male from the storage unit 130 to the display unit 160 for playing.
在本發明其他實施例中，處理單元110統計在各時段內各商品項目的銷售個數，處理單元110根據原先存貨量及各時段的各該銷售個數，預測需補貨時刻。 In other embodiments of the present invention, the processing unit 110 counts the number of sales of each commodity item in each time period, and the processing unit 110 predicts the time of replenishment according to the original inventory amount and the number of sales of each time period.
舉例來說，因早上7時至8時這段時間牛奶銷售個數較多，存貨量會在這段時間迅速下降，處理單元110即預測早上8時是需補貨時刻，處理單元110可透過遠距通訊單元140發訊息告知商品供貨商其所預測的需補貨時刻。而在其他實施例中，也可以是商品供應商利用智慧型自動販賣機100一個月內的銷售行為統計結果，得知各時段內各商品項目的銷售個數，藉以決定需補貨時刻。 For example, because there are more milk sales during the period from 7:00 to 8:00, the inventory will drop rapidly during this time. The processing unit 110 predicts that the replenishment time is 8:00 am, and the processing unit 110 can pass through. The remote communication unit 140 sends a message to the commodity supplier of the predicted replenishment time. In other embodiments, it is also possible for the commodity supplier to use the sales behavior statistics result of the smart vending machine 100 within one month to know the number of sales of each commodity item in each time period, thereby determining the time of replenishment.
智慧型自動販賣機100的付款設備150提供使用者利用現金、塑膠貨幣(例如信用卡或各類儲值卡)或一行動電子裝置扣款等方式，藉以支付各商品項目的費用。處理單元110將在使用者選定商品項目並支付後，判斷使用者的支付金額是否正確，若為正確，則輸出對應至商品項目的一實體商品。當處理單元110將在使用者選定商品項目並支付後，若判斷使用者的支付金額為不正確，處理單元110則控 制顯示單元160顯示一錯誤訊息。 The payment device 150 of the smart vending machine 100 provides the user with the cost of paying for each item of merchandise by means of cash, plastic money (such as a credit card or a variety of stored value cards) or a mobile electronic device. The processing unit 110 determines whether the payment amount of the user is correct after the user selects the item of the item and pays, and if it is correct, outputs a physical item corresponding to the item of the item. When the processing unit 110 determines that the user's payment amount is incorrect after the user selects the item and pays, the processing unit 110 controls The display unit 160 displays an error message.
智慧型自動販賣機100的監控單元180拍攝即時使用者的一購買情形，處理單元110利用遠距通訊單元140將即時使用者的購買情形即時傳送至遠端管理伺服器190，藉以讓商品供應商隨時得知智慧型自動販賣機100的周邊情況。 The monitoring unit 180 of the smart vending machine 100 captures a purchase situation of the instant user, and the processing unit 110 uses the remote communication unit 140 to immediately transmit the purchase situation of the instant user to the remote management server 190, so that the commodity supplier is provided. Keep track of the surroundings of the smart vending machine 100.
在本發明其他實施例中，處理單元110即時分析即時使用者的性別及年齡，獲得對應即時使用者的性別年齡分析結果後，處理單元110利用近距通訊單元170，傳送相關於個人推薦廣告的一商品線上購物訊息的於即時使用者的一行動電子裝置上。其中，商品線上購物訊息包括一二維條碼(QR Code)，此二維條碼提供連結至一商品線上購物網址。 In other embodiments of the present invention, the processing unit 110 analyzes the gender and age of the instant user in real time, and obtains the gender age analysis result corresponding to the instant user, the processing unit 110 uses the proximity communication unit 170 to transmit the relevant personal recommendation advertisement. A product online shopping message is on a mobile electronic device of an instant user. The online shopping information of the product includes a QR Code, and the two-dimensional barcode provides a link to a product online shopping website.
舉例來說，當一即時使用者走近智慧型自動販賣機100時，處理單元110分析此即時使用者為25歲的女性，處理單元110除了控制顯示單元160播放富含維他命C果汁的廣告外，也利用近距通訊單元170傳送相關於該果汁廣告的商品線上購物訊息的於即時使用者的手機，此商品線上購物訊息包括QR Code，此QR Code提供連結至該果汁商品的線上購物網址。 For example, when an instant user approaches the smart vending machine 100, the processing unit 110 analyzes that the instant user is a 25-year-old female, and the processing unit 110 controls the display unit 160 to play an advertisement rich in vitamin C juice. And using the proximity communication unit 170 to transmit the online shopping message of the product related to the juice advertisement to the instant user's mobile phone, the product online shopping message includes a QR Code, and the QR Code provides an online shopping website linked to the juice product.
本發明提供一種智慧型自動販賣機，當使用者走近時，根據即時人臉辨識所判別的使用者年齡及性別結果，推薦適合使用者的個人推薦廣告供使用者觀覽。此外，根據本發明所提供之智慧型自動販賣機的人臉辨識功能，收 集並統計使用者的性別年齡分析結果及所購買的商品項目，得出在一天內每一個時段中，消費最多的特定使用者族群及銷售最多的特定商品類別，藉以在各時段提供不同的時段推薦廣告。另外，利用使用者的消費行為，統計在每個時段各商品項目的銷售個數，之後，根據銷售情況，預測各商品的需補貨時刻，讓供貨商能在此需補貨時刻前，及時將商品補上，據此使用者能有更好的購買體驗，商品供應商也不會損失這段等待補貨時間的收益。 The present invention provides a smart vending machine that, when a user approaches, recommends a personal recommendation advertisement suitable for the user for viewing by the user based on the age and gender results of the user identified by the instant face recognition. In addition, the face recognition function of the smart vending machine provided by the present invention is received. Collect and collect the gender age analysis results of the users and the purchased product items, and obtain the specific user groups that consume the most in each time period in a day and the specific product categories that sell the most, so as to provide different time periods in each time period. Recommend ads. In addition, using the user's consumption behavior, the number of sales of each item of merchandise in each time period is counted, and then, according to the sales situation, the replenishment time of each item is predicted, so that the supplier can wait for the replenishment time here. Timely replenishment of the merchandise, according to which the user can have a better buying experience, and the merchandiser will not lose the proceeds of waiting for replenishment time.
雖然本發明已以多種實施方式揭露如上，然其並非用以限定本發明，任何熟習此技藝者，在不脫離本發明之精神和範圍內，當可作各種之更動與潤飾，因此本發明之保護範圍當視後附之申請專利範圍所界定者為準。 While the invention has been described above in terms of various embodiments, it is not intended to limit the invention, and the invention may be modified and modified without departing from the spirit and scope of the invention. The scope of protection is subject to the definition of the scope of the patent application attached.
100‧‧‧智慧型自動販賣機 100‧‧‧Smart vending machine
110‧‧‧處理單元 110‧‧‧Processing unit
120‧‧‧拍攝單元 120‧‧‧ Shooting unit
130‧‧‧存儲單元 130‧‧‧storage unit
140‧‧‧遠距通訊單元 140‧‧‧Telecom communication unit
150‧‧‧付款設備 150‧‧‧Payment equipment
160‧‧‧顯示單元 160‧‧‧Display unit
170‧‧‧近距通訊單元 170‧‧‧Close communication unit
180‧‧‧監控單元 180‧‧‧Monitoring unit
190‧‧‧遠端管理伺服器 190‧‧‧ Remote Management Server
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