TWI723458B - Information delivery method and information delivery system - Google Patents
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本發明揭露了一種資訊投放方法及資訊投放系統,尤指一種具有自動產生貨架層板上之商品的顯示版型能力的資訊投放方法及資訊投放系統。 The present invention discloses an information delivery method and an information delivery system, in particular to an information delivery method and an information delivery system with the ability to automatically generate the display version of the product on the shelf layer.
隨著科技日新月異,消費者在採購各類商品的管道以及物流也來越便利。許多便利商店、賣場或是雜貨店常常放置多個貨架。每一個貨架包含許多貨架層板用以置放各式各樣的商品。為了讓消費者明瞭商品的名稱以及售價,傳統貨架需要利用人工的方式將商品資訊(名稱以及價格)、特價資訊、優惠區間等等的販售訊息,以便條紙的形式浮貼或是置放於對應的商品附近。使用者在購買商品時,必須要先尋找其販售訊息的便條紙,才能決定是否要花錢採買此商品。 With the rapid development of science and technology, the channels and logistics for consumers to purchase various commodities have become more convenient. Many convenience stores, stores or grocery stores often have multiple shelves. Each shelf contains many shelf layers for placing a variety of goods. In order for consumers to understand the name and price of the product, traditional shelves need to manually display the sales information of the product information (name and price), special price information, discount range, etc., in the form of a strip of paper Put it near the corresponding product. When a user purchases a product, he must first look for a note with his sales message before he can decide whether to spend money to buy the product.
然而,當貨架上的某些商品被客人拿取或是移動後,貨架層板上的商品可能已經凌亂不堪。更甚者,具有販售訊息的便條紙也有可能脫落或是移位。凌亂不堪的商品或是移位的便條紙必須要等待服務人員巡視時,才有可能被重新整理。因此,在服務人員尚未整理貨架上的商品以及具有販售訊息的便條紙時,常常造成消費者的不便。 However, when some products on the shelves are taken or moved by customers, the products on the shelves may be messy. What's more, the note paper with sales information may also fall off or shift. Disordered goods or displaced note papers must wait for the service staff to patrol before they may be rearranged. Therefore, when the service personnel have not sorted out the goods on the shelves and the note paper with sales information, it often causes inconvenience to the consumers.
並且,在傳統庫存管理中,商家常會利用零售資訊系統(Point of Sale,POS)來獲取貨架上各種商品的庫存量以及銷售狀態。然而,因零售資訊系 統必須依據結帳的記錄才能統計各種商品的庫存量以及分析其銷售狀態,故無法針對單一貨架上特定的商品進行即時性的數量統計以及銷售分析。換句話說,庫存管理人員因無法及時地獲取單一貨架上特定的商品之銷售狀態,故當某些商品滯銷或是缺貨時無法及時處理,從而導致使用者的消費體驗下降。 In addition, in traditional inventory management, merchants often use a retail information system (Point of Sale, POS) to obtain the inventory and sales status of various commodities on the shelf. However, due to the retail information system The system must count the inventory of various commodities and analyze their sales status based on checkout records. Therefore, it is impossible to conduct real-time quantity statistics and sales analysis for specific commodities on a single shelf. In other words, because inventory management personnel cannot obtain the sales status of specific commodities on a single shelf in time, they cannot deal with them in time when some commodities are unsalable or out of stock, which leads to a decline in the consumer experience of users.
本發明一實施例提出一種資訊投放方法。資訊投放方法包含利用影像擷取裝置取得包含貨架層板及複數個商品的影像,依據該些商品的影像,產生貨架層板上的顯示器中所顯示的版型,及將該些商品中的每一個商品的至少一個販售訊息投放至顯示器所顯示之版型中的顯示區域。顯示器所顯示之版型包含複數個顯示區域。該些顯示區域中的每一個顯示區域符合每一個商品的陳列寬度與陳列位置。 An embodiment of the present invention provides an information delivery method. The information delivery method includes using an image capture device to obtain images including a shelf layer and a plurality of commodities, and based on the images of these commodities, generating the pattern displayed on the display on the shelf layer, and each of these commodities At least one sales message of a product is placed in the display area of the layout displayed on the display. The layout displayed on the monitor includes a plurality of display areas. Each of the display areas conforms to the display width and display position of each product.
本發明另一實施例提出一種資訊投放系統。資訊投放系統包含貨架層板、影像擷取裝置、顯示器、複數個感測器及智慧貨架處理裝置。貨架層板用以放置複數個商品。影像擷取裝置用以取得包含貨架層板及該些商品的影像。顯示器鄰近於貨架層板,用以顯示販售訊息。該些感測器設置於貨架層板上,用以偵測該些商品的銷售狀態。智慧貨架處理裝置耦接於該些感測器、影像擷取裝置及顯示器。智慧貨架處理裝置依據該些商品的影像,產生顯示器中所顯示的版型。顯示器所顯示之版型包含複數個顯示區域。該些顯示區域中的每一個顯示區域符合每一個商品的陳列寬度與陳列位置。智慧貨架處理裝置將該些商品中的每一個商品的至少一個販售訊息,投放至顯示器所顯示之版型中的顯示區域。 Another embodiment of the present invention provides an information delivery system. The information delivery system includes a shelf deck, an image capture device, a display, a plurality of sensors, and a smart shelf processing device. The shelf layer board is used to place a plurality of commodities. The image capturing device is used to obtain images including the shelf layers and the commodities. The display is adjacent to the shelf layer to display sales information. The sensors are arranged on the shelf layer to detect the sales status of the commodities. The smart shelf processing device is coupled to the sensors, the image capturing device and the display. The smart shelf processing device generates the pattern displayed on the display according to the images of the commodities. The layout displayed on the monitor includes a plurality of display areas. Each of the display areas conforms to the display width and display position of each product. The smart shelf processing device puts at least one sales message of each of the commodities to the display area of the layout displayed on the display.
100:系統 100: System
10:貨架層板 10: Shelf laminate
11:影像擷取裝置 11: Image capture device
12:顯示器 12: display
13:感測器 13: Sensor
14:智慧貨架處理裝置 14: Smart shelf processing device
15:庫存處理裝置 15: Inventory handling device
16:識別碼 16: identification code
A、B及C:商品 A, B and C: Goods
AR、BR及CR:顯示區域 AR, BR and CR: display area
14b、14e及15a:記憶體 14b, 14e and 15a: memory
F1至F7:資料流 F1 to F7: data flow
14a:邊緣偵測元件 14a: Edge detection component
14c:匹配元件 14c: matching components
14d:手動匹配元件 14d: Manually match components
FR:全屏區域 FR: full screen area
S401至S403:步驟 S401 to S403: steps
第1圖係為本發明之資訊投放系統之實施例的方塊圖。 Figure 1 is a block diagram of an embodiment of the information delivery system of the present invention.
第2圖係為第1圖之資訊投放系統中,各資料流的示意圖。 Figure 2 is a schematic diagram of each data flow in the information delivery system of Figure 1.
第3A圖係為第1圖之資訊投放系統中,顯示器所顯示之第一種多媒體內容的示意圖。 Figure 3A is a schematic diagram of the first type of multimedia content displayed on the display in the information delivery system of Figure 1.
第3B圖係為第1圖之資訊投放系統中,顯示器所顯示之第二種多媒體內容的示意圖。 Figure 3B is a schematic diagram of the second type of multimedia content displayed on the monitor in the information delivery system of Figure 1.
第3C圖係為第1圖之資訊投放系統中,顯示器所顯示之第三種多媒體內容的示意圖。 Figure 3C is a schematic diagram of the third type of multimedia content displayed on the monitor in the information delivery system of Figure 1.
第4圖係為第1圖之資訊投放系統執行資訊投放方法的流程圖。 Figure 4 is a flowchart of the information delivery method executed by the information delivery system in Figure 1.
第1圖係為本發明之資訊投放系統100之實施例的方塊圖。資訊投放系統100包含貨架層板10、影像擷取裝置11、顯示器12、複數個感測器13、智慧貨架處理裝置14及庫存處理裝置15。貨架層板10用以放置複數個商品A至C。貨架層板10上放置商品的位置、大小以及數量並無限制。或者,貨架層板10上也可以放置P個商品A、Q個商品B以及R個商品C。P、Q及R為正整數。影像擷取裝置11用以取得包含貨架層板10及該些商品A至C的影像。舉例而言,影像擷取裝置11可為相機。相機可對著整個貨架拍照,或是針對某個貨架層板10拍照以取得影像。顯示器12鄰近於貨架層板10,用以顯示每一個商品的販售訊息。顯示器12可為任何種類的顯示裝置,例如液晶顯示器、發光二極體顯示器或是電子紙顯示器。複數個感測器13設置於貨架層板10上,用以偵測該些商品A至C的存在性,以取得其銷售狀態。該些感測器13可為複數個光學感測器,如紅外線感測器或是超音波感測器等等。該些感測器13可置放於貨架層板10的周緣上,
如第1圖所示。該些感測器13可以環繞於貨架層板10的周緣。該些感測器13也可僅設置於貨架層板10平面之兩個軸向上(例如X軸向以及Y軸向)。該些感測器13也可置放於貨架層板10之三維空間的三個軸向上(例如X軸向、Y軸向及Z軸向)。該些感測器13之任何合理的置放位置都屬於本發明揭露的範疇。由於該些感測器13為光學感測器,故當某些商品被位移或是被取走時,該些感測器13可直接偵測出商品的數量變動或是位置變動。例如,環繞於貨架層板10的周緣之該些感測器13可以同時偵測貨架層板10之X軸向與Y軸向所構成之平面上的所有商品。當某些商品被取走時,這些商品對應之X軸向與Y軸向上的感測器將會偵測到這些商品消失。在實作上,該些感測器13可以週期性地偵測貨架層板10上該些商品A至C的數量,以週期性地更新該些商品A至C的銷售狀態。智慧貨架處理裝置14耦接於該些感測器13、影像擷取裝置11及顯示器12。智慧貨架處理裝置14可為伺服器或是至少一台電腦,用以控管所有商品的銷售狀態、銷售歷史以及產生合適的投放版型至顯示器12。庫存資料處理裝置15耦接於智慧貨架處理裝置14。庫存資料處理裝置15具有資料庫15a,用以儲存所有商品的庫存資料、售價、類型、行銷策略資料等等。庫存資料處理裝置15可為第三方製造商伺服器。
Figure 1 is a block diagram of an embodiment of the
在資訊投放系統100中,智慧貨架處理裝置14可依據該些商品A至C的影像,產生顯示器12中所顯示的版型。顯示器12所顯示的版型可包含複數個顯示區域AR至CR。該些顯示區域AR至CR中的每一個顯示區域符合每一個商品的陳列寬度與陳列位置。舉例而言,顯示區域AR的寬度可取決於商品A的陳列寬度。顯示區域AR的位置可取決於商品A的陳列位置。顯示區域BR的寬度可取決於商品B的陳列寬度。顯示區域BR的位置可取決於商品B的陳列位置。顯示區域CR的寬度可取決於商品C的陳列寬度。顯示區域CR的位置可取決於商品C的陳列位置。然而,顯示區域AR、顯示區域BR及顯示區域CR的寬度也可以合理
的調整。例如,顯示區域AR、顯示區域BR及顯示區域CR的寬度也可以依據商品A、商品B及商品C的寬度而等比例地縮放。並且,顯示區域AR、顯示區域BR及顯示區域CR中相鄰的兩顯示區域可存在一個間隙或是緊密地貼近。任何合理的設計變更都屬於本發明揭露的範疇。智慧貨架處理裝置14可將該些商品A至C中的每一個商品的至少一個販售訊息(例如商品名稱訊息及/或商品售價訊息),投放至顯示器12所顯示的版型中的顯示區域。例如,商品A的至少一個販售訊息將被投放至顯示區域AR。商品B的至少一個販售訊息將被投放至顯示區域BR。商品C的至少一個販售訊息將被投放至顯示區域CR。資訊投放系統100產生版型以及投放販售訊息的細節將於後文詳述。
In the
第2圖係為資訊投放系統100中,各資料流的示意圖。首先,影像擷取裝置11可取得包含貨架層板10及該些商品A至C的影像。影像擷取裝置11可將影像透過資料流F1傳送至智慧貨架處理裝置14內的邊緣偵測元件14a。邊緣偵測元件14a可為硬體電路或是軟體程式所執行的演算法。並且,如第1圖所示,顯示器12可顯示識別碼16。識別碼16可為快速響應矩陣圖碼(Quick Response Code),但不限於此。識別碼16包含貨架層板10的識別資訊(Identifier Information,ID)、銷售該些商品A至C的商店的識別資訊及/或貨架層板10所屬之貨架的識別資訊。因此,在影像擷取裝置11取得影像後,影像也包含識別碼16。接著,智慧貨架處理裝置14可依據影像,辨識顯示器12的識別碼,以取得顯示器12支援的解析度及顯示寬度。並且,智慧貨架處理裝置14也可依據影像,利用邊緣偵測元件14a執行邊緣檢測技術或是演算法,以產生每一個商品的特徵資料。每一個商品的特徵資料將透過資料流F2緩存於記憶體14b中。每一個商品的特徵資料可包含每一個商品的陳列寬度與陳列位置。智慧貨架處理裝置14可以依據顯示器12所支援的解析度及顯示寬度與每一個商品的陳列寬度與陳列位置,產生複數個可用的版型。並且,該些可用的版型內可包含預先編輯好的多
媒體內容。接著,每一個商品的特徵資料可透過資料流F3傳送至匹配元件14c。匹配元件14c可依據該些商品A至C的至少一個特徵資訊,存取庫存處理裝置15的資料庫15a內的資料。因此,智慧貨架處理裝置14可將庫存處理裝置15的資料庫15a與該些商品A至C的至少一個特徵透過資料流F4進行匹配。匹配元件14c可為硬體電路或是軟體程式所執行的演算法。若匹配元件14c成功地匹配該些商品A至C,智慧貨架處理裝置14可取得該些商品A至C中的每一個商品的至少一個販售訊息,以使每一個商品的至少一個販售訊息投放至顯示器12所顯示的版型中的顯示區域。並且,如前述提及,至少一個販售訊息包含商品名稱訊息及/或商品售價訊息。然而,若匹配元件14c無法匹配該些商品A至C,智慧貨架處理裝置14可利用手動匹配元件14d,以手動地的方式將庫存處理裝置15的資料庫15a與該些商品A至C的至少一個特徵進行匹配,以對應該些商品A至C中的每一個商品的至少一個販售訊息。換句話說,智慧貨架處理裝置14可利用匹配元件14c自動地取得每一個商品的至少一個販售訊息。隨後,再透過資料流F5將每一個商品的至少一個販售訊息存緩存記憶體14e中。智慧貨架處理裝置14也可利用手動匹配元件14d手動取得每一個商品的至少一個販售訊息。隨後,再透過資料流F6將每一個商品的至少一個販售訊息緩存於記憶體14e中。智慧貨架處理裝置14可以整合每一個商品的至少一個販售訊息,以將每一個商品的至少一個販售訊息加入至所顯示的版型中。接著,智慧貨架處理裝置14可進一步將版型資料透過資料流F7傳送至顯示器12。顯示器12即可依據智慧貨架處理裝置14所產生的版型,顯示每一個商品的至少一個販售訊息(如商品名稱以及售價)。
Figure 2 is a schematic diagram of each data flow in the
並且,如前述提及,該些感測器13可以週期性地偵測貨架層板10上該些商品A至C的數量,以週期性地更新該些商品A至C的銷售狀態。因此,當該些商品A至C的銷售狀態被更新後,智慧貨架處理裝置14可由預先編輯好的該些版型中,選擇一個版型以更新顯示器12目前所顯示的販售訊息。舉例而言,若
該些感測器13在一段時間內偵測該些商品A至C中某些商品被取走,則可投放預先編輯好的熱門商品版型到顯示器12上,並通知庫存處理裝置15以決定是否要進行下單進貨。若該些感測器13在一段時間內偵測該些商品A至C仍存在,表示該些商品A至C的數量維持不變。換句話說,智慧貨架處理裝置14可將該些商品A至C的銷售狀態傳送至庫存處理裝置15,並儲存該些商品A至C的銷售狀態之歷史記錄(Log File)。因此,當庫存管理者登入管理介面,以透過庫存處理裝置15及智慧貨架處理裝置14查看該些商品A至C的銷售狀態及歷史記錄後,可以決定該些商品A至C的行銷策略。舉例而言,當庫存管理者登入管理介面且發現某些商品滯銷時,可以重新規劃這些商品的折扣方案或是要求商店服務人員調整這些商品的置放位置。當庫存管理者登入管理介面且發現某些商品因熱銷而缺貨時,可以決定是否要進行下單進貨。換句話說,由於資訊投放系統100可以即時地獲取所有商品的數量以及位置等資訊,故對於商家而言,對所有商品的銷售控管與經營策略可以即時性地調整並最佳化。
Moreover, as mentioned above, the sensors 13 can periodically detect the quantity of the commodities A to C on the shelf layer 10 to periodically update the sales status of the commodities A to C. Therefore, when the sales status of the commodities A to C is updated, the smart shelf processing device 14 can select one of the pre-edited versions to update the current sales information displayed on the display 12. For example, if
The sensors 13 detect that some of the products A to C have been taken away within a period of time, and then can put the pre-edited popular product version on the display 12, and notify the inventory processing device 15 to determine Whether to place an order for purchase. If the sensors 13 detect that the commodities A to C still exist within a period of time, it means that the quantities of the commodities A to C remain unchanged. In other words, the smart shelf processing device 14 can transmit the sales status of the commodities A to C to the inventory processing device 15 and store the log file of the sales status of the commodities A to C. Therefore, when the inventory manager logs in to the management interface to view the sales status and history of the products A to C through the inventory processing device 15 and the smart shelf processing device 14, the marketing strategy of the products A to C can be determined. For example, when the inventory manager logs into the management interface and finds that some commodities are unsalable, they can re-plan the discount plan for these commodities or ask the store service personnel to adjust the placement of these commodities. When the inventory manager logs into the management interface and finds that some products are out of stock due to hot sales, they can decide whether to place an order for purchase. In other words, since the
第3A圖係為資訊投放系統100中,顯示器12所顯示之第一種多媒體內容的示意圖。第3B圖係為資訊投放系統100中,顯示器12所顯示之第二種多媒體內容的示意圖。第3C圖係為資訊投放系統100中,顯示器12所顯示之第三種多媒體內容的示意圖。如前述提及,資訊投放系統100可以依據包含貨架層板10及該些商品A至C的影像,產生出顯示於顯示器12上的版型。並且,顯示器12所顯示的版型的內容可包含商品名稱訊息及商品售價訊息。如第3A圖所示,商品A的名稱以及售價訊息可以顯示於顯示區域AR。商品B的名稱以及售價訊息可以顯示於顯示區域BR。商品C的名稱以及售價訊息可以顯示於顯示區域CR。並且,顯示器12所顯示的版型的內容也可包含特價方案或是促銷活動訊息。如第3B圖所示,商品A的特價方案或是促銷活動訊息可以顯示於顯示區域AR。商品B的特價方案或是促銷活動訊息可以顯示於顯示區域BR。商品C的特價方案或是促銷
活動訊息可以顯示於顯示區域CR。並且,顯示器12所顯示的版型的內容也可包含所有商品的廣告資訊,可用全屏的方式顯示於顯示器中12。如第3C圖所示,有關於所有商品A至C的廣告資訊可以顯示於全屏區域FR。並且,第3A圖的第一種多媒體內容、第3B圖的第二種多媒體內容以及第3C圖的第三種多媒體內容也可以分時顯示。例如,在第一時間區間內,顯示器12可顯示每一個商品的至少一個販售訊息(如第3A圖)。接著,在第二時間區間內,顯示器12可顯示每一個商品的特價方案或是促銷活動訊息(如第3B圖)或是商品廣告資訊(如第3C圖)。並且,第一時間區間的時間長度大於第二時間區間的時間長度。然而,第一種多媒體內容、第二種多媒體內容及第三種多媒體內容的顯示順序及顯示時間長度也可以自定義。在資訊投放系統100中,任何合理地變換顯示器12所顯示內容的樣式,都屬於本發明所揭露的範疇。
FIG. 3A is a schematic diagram of the first type of multimedia content displayed on the display 12 in the
第4圖係為資訊投放系統100執行資訊投放方法的流程圖。資訊投放系統100執行資訊投放方法的流程可包含步驟S401至步驟S403。任何合理的技術變更都屬於本發明所揭露的範疇。步驟S401至步驟S403的描述如下:步驟S401:利用影像擷取裝置11取得包含貨架層板10及複數個商品A至C的影像;步驟S402:依據該些商品A至C的影像,產生貨架層板10上的顯示器12中所顯示的版型;步驟S403:將該些商品A至C中的每一個商品的至少一個販售訊息投放至顯示器12所顯示之版型中的顯示區域。
Figure 4 is a flowchart of the information delivery method executed by the
步驟S401至步驟S403的細節已於前文中描述,故於此將不再贅述。由於資訊投放系統100可以利用影像擷取裝置11所擷取的影像,自動化地產生顯示器12的投放版型及每一個商品的販售訊息,因此可以降低人力負擔。並且,由於資訊投放系統100利用了多個感測器13以取得所有商品的即時販售狀態(包
含數量、位置等等資訊),故對於商家而言,可對所有商品的銷售控管與經營策略即時性地調整並最佳化。
The details of step S401 to step S403 have been described in the foregoing, so they will not be repeated here. Since the
綜上所述,本發明描述了一種資訊投放系統及資訊投放方法,可應用於智慧型貨架結構。資訊投放系統及資訊投放方法的設計目的為降低人力負擔,以及提高使用者的消費體驗品質與便利性。資訊投放系統可以用自動化的方式產生顯示器的投放版型及每一個商品的販售訊息。因此,使用者靠近貨架層板時,可以立即看到所有商品以及所有商品的販售訊息。並且,資訊投放系統利用了多個感測器以取得所有商品的即時販售狀態。因此,即使某些商品被移動或是取走,貨架層板上顯示器所顯示的版型以及販售訊息也可以用自動化的方式同步調整。若需要改變陳列商品的位置時,可等到商品重新陳列完成後,再次將包含貨架以及所有商品的照片上傳,資訊投放系統即可更新顯示器所顯示的版型以及販售訊息。並且,管理人員也可以登入管理介面,以手動的方式調整顯示器所顯示的販售訊息,以降低商品匹配失敗的風險。因此,商家可以即時性地調整並最佳化所有商品的銷售控管與經營策略。 In summary, the present invention describes an information delivery system and information delivery method, which can be applied to smart shelf structures. The design purpose of the information delivery system and the information delivery method is to reduce the labor burden and improve the quality and convenience of the user's consumption experience. The information delivery system can automatically generate the delivery version of the display and the sales information of each product. Therefore, when the user approaches the shelf layer, he can immediately see all the products and the sales information of all the products. In addition, the information delivery system uses multiple sensors to obtain the real-time sales status of all products. Therefore, even if some commodities are moved or taken away, the layout and sales information displayed on the display on the shelf can be synchronized and adjusted in an automated manner. If you need to change the position of the displayed product, you can wait until the product is re-displayed, and upload the photos containing the shelves and all the products again, and the information delivery system can update the layout and sales information displayed on the display. In addition, managers can also log in to the management interface and manually adjust the sales information displayed on the display to reduce the risk of product matching failure. Therefore, merchants can immediately adjust and optimize the sales control and business strategies of all products.
以上所述僅為本發明之較佳實施例,凡依本發明申請專利範圍所做之均等變化與修飾,皆應屬本發明之涵蓋範圍。 The foregoing descriptions are only preferred embodiments of the present invention, and all equivalent changes and modifications made in accordance with the scope of the patent application of the present invention should fall within the scope of the present invention.
100:系統 100: System
10:貨架層板 10: Shelf laminate
11:影像擷取裝置 11: Image capture device
12:顯示器 12: display
13:感測器 13: Sensor
14:智慧貨架處理裝置 14: Smart shelf processing device
15:庫存處理裝置 15: Inventory handling device
16:識別碼 16: identification code
A、B及C:商品 A, B and C: Goods
AR、BR及CR:顯示區域 AR, BR and CR: display area
15a:記憶體 15a: memory
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WO2016179065A1 (en) * | 2015-05-04 | 2016-11-10 | Sunrise R&D Holdings, Llc | Systems and methods for controlling shelf display units and for graphically presenting information on shelf display units |
TWI631515B (en) * | 2017-08-02 | 2018-08-01 | 南開科技大學 | System for identifying commodity to display commodity information and method thereof |
WO2019032043A1 (en) * | 2017-08-07 | 2019-02-14 | Haiwei Wang | Vending machine |
TWM580217U (en) * | 2018-12-20 | 2019-07-01 | 中光電智能雲服股份有限公司 | Electronic tag device |
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WO2016179065A1 (en) * | 2015-05-04 | 2016-11-10 | Sunrise R&D Holdings, Llc | Systems and methods for controlling shelf display units and for graphically presenting information on shelf display units |
TWI631515B (en) * | 2017-08-02 | 2018-08-01 | 南開科技大學 | System for identifying commodity to display commodity information and method thereof |
WO2019032043A1 (en) * | 2017-08-07 | 2019-02-14 | Haiwei Wang | Vending machine |
TWM580217U (en) * | 2018-12-20 | 2019-07-01 | 中光電智能雲服股份有限公司 | Electronic tag device |
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