RS20220790A1 - System for easy upgrade of common displays to smart displays - Google Patents
System for easy upgrade of common displays to smart displaysInfo
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- RS20220790A1 RS20220790A1 RS20220790A RSP20220790A RS20220790A1 RS 20220790 A1 RS20220790 A1 RS 20220790A1 RS 20220790 A RS20220790 A RS 20220790A RS P20220790 A RSP20220790 A RS P20220790A RS 20220790 A1 RS20220790 A1 RS 20220790A1
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0241—Advertisements
- G06Q30/0251—Targeted advertisements
- G06Q30/0269—Targeted advertisements based on user profile or attribute
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0241—Advertisements
- G06Q30/0251—Targeted advertisements
- G06Q30/0267—Wireless devices
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/161—Detection; Localisation; Normalisation
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- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
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Abstract
Description
SISTEM ZA LAKU NADOGRADNJU POSTOJEĆIH REKLAMNIH DISPLEJA U PAMETNE SYSTEM FOR EASY UPGRADING OF EXISTING ADVERTISING DISPLAYS INTO SMART ones
DISPLEJE Oblast pronalaska DISPLAYS Field of Invention
Predmet pronalaska, uopšteno posmatrano, odnosi se na Sistem za laku nadogradnju postojećih reklamnih displeja i displej sistema na mestima prodaje u pametne displeje, koji mogu prikazivati reklamni i interaktivni sadržaj, usklađen sa i baziran na podacima o trenutnim posetiocima na mestu prodaje, kao i sa trendovima, dobijenim prethodnom analizom, putem uključi i pusti (Plug and Play) sistema. The subject of the invention, generally speaking, refers to a system for easy upgrading of existing advertising displays and display systems at points of sale into smart displays, which can display advertising and interactive content, aligned with and based on data about current visitors at the point of sale, as well as with trends, obtained from previous analysis, through a plug and play (Plug and Play) system.
Prema Medjunarodnoj klasifikaciji patenata, predmet pronalaska označen je i klasifikovan According to the International Classification of Patents, the subject of the invention is designated and classified
klasifikacionim simbolima: classification symbols:
G06Q30/02 - Marketing, približnije, pronalazak pripada oblasti prikazivanja reklama na G06Q30/02 - Marketing, more specifically, the invention belongs to the field of displaying advertisements on
mestu prodaje, koja potpada pod ovu klasifikaciju. point of sale, which falls under this classification.
Tehnički problem Technical problem
Tehnički problem koji se rešava sastoji se u sledećem: The technical problem to be solved consists of the following:
Kako, na lak i jednostavan način, bez visokog nivoa tehničkog znanja i znatnih finansijskih i vremenskih ulaganja, nadograditi postojeće reklamne displeje i displej sisteme na mestu prodaje u pametne displeje koji mogu prikupljati podatke o posetiocima na lokaciji i shodno rezultatima analize tih podataka, prikazivati reklamni i interaktivni sadržaj na mestu prodaje? How, in an easy and simple way, without a high level of technical knowledge and significant financial and time investments, to upgrade existing advertising displays and display systems at the point of sale into smart displays that can collect data about visitors at the location and, according to the results of the analysis of that data, display advertising and interactive content at the point of sale?
Pozadina pronalaska Background of the invention
U poslednjih nekoliko godina dolazi do ekspanzije tehnologija i pristupa za prikupljanje podataka na mestima prodaje, za brojanje i beleženje broja posetilaca unutar prodajnog objekta, kao i tehnologija, uglavnom zastupljenih na kompjuterskom vidu (Computer vision), mašinskom učenju (ML) i veštačkoj inteligenciji (Al), namenjenim za analizu posetioca, targetiranje reklama na mestu prodaje, kao i analizu interakcije posetilaca sa objektima na rafovima, frižiderima ili drugim mestima od interesa unutar prodajnog objekta. In the last few years, there has been an expansion of technologies and approaches for collecting data at the point of sale, for counting and recording the number of visitors inside the point of sale, as well as technologies, mainly represented in computer vision (Computer vision), machine learning (ML) and artificial intelligence (AI), intended for visitor analysis, targeting advertising at the point of sale, as well as analyzing the interaction of visitors with objects on shelves, refrigerators or other points of interest inside the point of sale.
lako ovakav tip softverskih rešenja predstavljaju budućnost analize i marketinga na mestu prodaje, upotreba ovih rešenja je veoma hardverski zahtevna i podrazumeva postavku skupih i potpuno novih tipova uređaja na mesta prodaje, što pored značajnih ulaganja, dodatno podrazumeva, u slučajevima nekih tehnologija, visok nivo stručnosti i dugo vreme za instalaciju, gde u tom periodu objekat ne može raditi, što trenutno predstavlja veliku prepreku široj adopciji ovih tehnologija. easily this type of software solutions represent the future of analysis and marketing at the point of sale, the use of these solutions is very demanding in terms of hardware and implies the installation of expensive and completely new types of devices at the point of sale, which in addition to significant investments, additionally implies, in the case of some technologies, a high level of expertise and a long time for installation, where during that period the facility cannot work, which currently represents a major obstacle to the wider adoption of these technologies.
Sa druge strane, većina prodajnih objekata trenutno već poseduje postavljene digitalne displeje ili displej sisteme u nekoj formi, kao što su TV -ovi, LCD displeji, razni tipovi digitalnih totema (digital signage), tableti i slično, gde su za ovu postavku već bila opredeljena značajna sredstva i vreme za postavku, gde ovi, trenutno postavljeni displeji ili displej sistemi, ne poseduju hardverske ni softverske kapacitete za upotrebu opisanih novih tehnologija. On the other hand, the majority of sales facilities currently already have installed digital displays or display systems in some form, such as TVs, LCD displays, various types of digital totems (digital signage), tablets and the like, where significant funds and time have already been allocated for this setup, where these, currently installed displays or display systems, do not have hardware or software capacities for the use of the described new technologies.
Iz tih razloga, većina prodajnih objekata još uvek se ne odlučuje za uvođenje ovih tehnologija, koje bi mogle značajno da unaprede i prodaju, menadžment lagera, ali i samo korisničko iskustvo posetilaca prodajnog objekta, već zadržavaju postojeće reklamne displej sisteme. For these reasons, the majority of sales facilities still do not decide to introduce these technologies, which could significantly improve sales, warehouse management, but also the user experience of visitors to the sales facility, but keep the existing advertising display systems.
Stanje tehnike State of the art
Prema stanju tehnike, trenutno najzastupljeniji tip displeja i displej sistema na sebi ima sačuvanih nekoliko setova reklama koje se puštaju u ravnomernim vremenskim intervalima po istom redosledu, bez obzira da li je neko u blizini ili ne. According to the state of the art, the currently most common type of display and display system has stored on it several sets of advertisements that are played at regular time intervals in the same order, regardless of whether someone is nearby or not.
Neki od ovih displeja poseduju mogućnost konekcije na internet, kao što su digitalni totemi (digital signage) ili tableti, koji mogu povlačiti reklame iz CMS sistema (Content Management System) na internetu, dok velika većina uređaja, kao što su TV-ovi, LCD displeji i slično, na sebi drži sačuvane setove reklama i gde se izmena reklama radi putem manuelnog kopiranja sa USB - a i drugih medija za skladištenje podataka, što predstavlja problem kada je u pitanju veliki broj uređaja. Some of these displays have the ability to connect to the Internet, such as digital totems (digital signage) or tablets, which can pull advertisements from the CMS system (Content Management System) on the Internet, while the vast majority of devices, such as TVs, LCD displays and the like, keep saved sets of advertisements and where the modification of advertisements is done by manual copying from USB and other data storage media, which is a problem when it comes to a large number of devices.
Kako bi se taj problem rešio, trenutno se na tržištu mogu naći moduli koji omogućavaju konekciju ovih uređaja na internet i njihovo povezivanje sa CMS sistemom koji omogućava sinhronizovanu izmenu reklama na digitalnom displeju ili displej mreži bez neposredne ljudske intervencije. Trenutno postoji nekoliko različitih proizvođača, ovih modula, gde je možda najpopularniji model ScreenRay. In order to solve this problem, modules can currently be found on the market that enable the connection of these devices to the Internet and their connection to the CMS system, which enables the synchronized change of advertisements on a digital display or display network without direct human intervention. There are currently several different manufacturers of these modules, with perhaps the most popular model being ScreenRay.
Iako, prethodno opisani moduli rešavaju ovaj konkretan problem povezivanja sa CMS-om i automatizacije zamene reklama, ovi moduli ne poseduju hardverske mogućnosti, niti potrebne komponente za implementaciju novih tehnologija na mesta prodaje. Although the previously described modules solve this specific problem of connecting to the CMS and automating the replacement of advertisements, these modules do not have the hardware capabilities, nor the necessary components to implement new technologies at the point of sale.
Zbog ovih razloga, trenutno jedino dostupno rešenje prodajnim objektima je poručivanje takozvanih pametnih displeja<1>koji poseduju hardverske mogućnosti za implementaciju novih tehnologija i zamena trenutno postojećih displeja i displej mreža (koje su, uglavnom skupe i nedavno postavljene u mnogim prodajnim objektima). Pored toga što je svaki pametni displej pojedinačno trenutno veoma skup, ovi displeji su takođe uglavnom gabaritni i teško prenosivi, te je cena transporta od trenutno prisutnih proizvođača često veća od same cene displeja, pogotovu što je većina proizvođača trenutno locirana u Kini. For these reasons, currently the only solution available to retail establishments is ordering so-called smart displays<1> that have hardware capabilities for implementing new technologies and replacing currently existing displays and display networks (which are generally expensive and recently installed in many retail establishments). In addition to the fact that each individual smart display is currently very expensive, these displays are also generally bulky and difficult to transport, so the cost of transportation from currently available manufacturers is often higher than the price of the display itself, especially since most manufacturers are currently located in China.
Pored ovih nedostataka, postavka pametnih displeja i displej mreže unutar prodajnog objekta često zahteva i angažovanje visoko kvalifikovanog tehničkog osoblja, angažovanje radnika za manuelne radnje kao što su postavka kablova, prateći građevinski radovi i slično, što često zahteva nekoliko dana zatvaranja po prodajnom objektu, što dodatno podiže iznos potrebne investicije. In addition to these disadvantages, the installation of smart displays and display networks inside a sales facility often requires the hiring of highly qualified technical personnel, the hiring of workers for manual operations such as cable installation, accompanying construction work, and the like, which often requires several days of closure per sales facility, which further increases the amount of required investment.
Zamena digitalnih displeja ili displej mreže takođe rezultuje i odbacivanjem trenutno prisutne mreže, koja je i dalje u preporučenom roku upotrebe, te ovakva zamena može rezultovati i visokim nivoom tehnološkog otpada. The replacement of digital displays or display networks also results in the rejection of the currently present network, which is still within the recommended period of use, and this type of replacement can also result in a high level of technological waste.
Prema tome, postoji potreba za sistemom za laku nadogradnju postojećih displeja i displej sistema u pametne displeje, u daljem tekstu Sistem za laku nadogradnju. Therefore, there is a need for a system for easy upgrade of existing displays and display systems to smart displays, hereinafter referred to as Easy Upgrade System.
1 Napomena: lako postoje brojne kolokvijalne upotrebe termina pametni displej, gde se ova termin koristi kako bi opisao brojne karakteristike trenutno raspoloživih rešenja u okviru stanja tehnike, u ovom tekstu izraz pametni displej koristi se u kontekstu displeja koji mogu prikazivati reklamni i interaktivni sadržaj, usklađen sa i baziran na podacima o trenutnim posetiocima na mestu prodaje, kao i sa trendovima, dobijenim prethodnom analizom. 1 Note: there are easily numerous colloquial uses of the term smart display, where this term is used to describe numerous features of currently available solutions within the state of the art, in this text the term smart display is used in the context of displays that can display advertising and interactive content, aligned with and based on data about current visitors at the point of sale, as well as trends, obtained from previous analysis.
Prema tome, postoji potreba za Sistemom za laku nadogradnju koji je malog gabarita, mobilan i baziran na Uključi i pusti (Plug and Play) sistemu. Therefore, there is a need for an Easy Upgrade System that is small in size, mobile and based on a Plug and Play system.
Prema tome, postoji potreba za Sistemom za laku nadogradnju koji ne zahteva velika kapitalna ulaganja, angažovanje visoko kvalifikovanog tehničkog osoblja i drugih radnika od strane prodajnih objekata i lanaca. Therefore, there is a need for an easy upgrade system that does not require large capital investment, the hiring of highly skilled technical personnel and other workers by retail establishments and chains.
Takodje, postoji potreba za Sistemom za laku nadogradnju koji ne zahteva dodatne radove i privremeno zatvaranje prodajnog objekta. Also, there is a need for an easy upgrade system that does not require additional work and temporary closure of the sales facility.
Prethodno opisani i drugi nedostaci postojećih rešenja mogu se prevazići rešenjima ovog izuma. The previously described and other disadvantages of the existing solutions can be overcome with the solutions of this invention.
Izlaganje suštine pronalaska Presentation of the essence of the invention
Novost pronalaska ogleda se u konstrukciji i arhitekturi Sistema za laku nadogradnju, koja je tako izvedena da omogućava laku nadogradnju širokog asortimana i gabarita postojećih displeja i displej sistema u pametne displeje, sa ili bez fizičke veze sa predmetnim displejem koji se nadograđuje, gde se podelom Sistema za laku nadogradnju na medjusobno uklopive posebne module, koji mogu biti korišćeni u sklopljenom ili u rasklopljenom stanju, omogućava upotreba na samim displejima, ali i plafonima, policama, izlozima i drugim delovima prodajnog objekta, čime se jednim sistemom pokriva većina situacija koja se može zateći u prodajnim ili izložbenim objektima, događajima, sajmovima i slično. The novelty of the invention is reflected in the construction and architecture of the Easy Upgrade System, which is designed in such a way as to enable the easy upgrade of a wide range and dimensions of existing displays and display systems into smart displays, with or without a physical connection to the display in question being upgraded, where the division of the Easy Upgrade System into mutually compatible special modules, which can be used in an assembled or disassembled state, enables use on the displays themselves, but also on ceilings, shelves, windows and other parts of the sales facility, which covers most of the situations that can be found in sales or exhibition facilities, events, fairs and the like with one system.
Suštinu pronalaska ogleda se i u mogućnosti da jedan Sistem za laku nadogradnju kontroliše jedan ili više displeja u mreži, sa ili bez fizičke veze sa displejima koji se nadograđuju. The essence of the invention is reflected in the possibility that one System for Easy Upgrade controls one or more displays in a network, with or without physical connection to the displays being upgraded.
Predmetnim pronalaskom prevazilazi se potreba za kupovinom novih pametnih displeja ili displej sistema, čime se izbegavaju velika kapitalna ulaganja. The subject invention overcomes the need to purchase new smart displays or display systems, thereby avoiding large capital investments.
Zasnivanjem pronalaska na Uključi i Pusti (Plug and Play) sistemu, omogućava se brza i laka instalacija od strane jedne osobe niskog nivoa tehničkog znanja, dok se podešavanjem sistema putem interneta, tj. bez prisustva tehničkih lica na lokaciji, eliminiše potreba za angažovanjem visoko kvalifikovanog tehničkog osoblja i drugih radnika od strane prodajnih objekata i lanaca tokom i nakon nadogradnje. By basing the invention on the Plug and Play system, it enables quick and easy installation by one person with a low level of technical knowledge, while setting up the system via the Internet, i.e. without the presence of technical persons on site, it eliminates the need for the hiring of highly qualified technical staff and other workers by the sales facilities and chains during and after the upgrade.
Integrisanim mehanizmima u vidu indeksiranja i anonimizacije podataka, predmetni pronalazak omogućava izložbenim, prodajnim i drugim objektima da prikupljaju podatke o posetiocima u skladu sa važećim zakonima o zaštiti podataka o ličnosti bez uvođenja dodatnih procedura u objekat ili prodajni lanac. With integrated mechanisms in the form of data indexing and anonymization, the subject invention enables exhibition, sales and other facilities to collect data about visitors in accordance with current laws on personal data protection without introducing additional procedures in the facility or sales chain.
Osim napred navedenog, predmetni pronalazak ima i sledeće prednosti u odnosu na postojeća tehnička rešenja, od kojih su najvažnije: In addition to the above, the present invention has the following advantages over existing technical solutions, the most important of which are:
• Brža i lakša proizvodnja u odnosu na pametne displeje • Faster and easier production compared to smart displays
• Mali gabarit - što omogućava mobilnost, tj. lako premeštanje unutar prodajnog objekta ili prodajnog lanca, ali isto tako omogućava značajno smanjenje troškova transporta i omogućava slanje poštom širom sveta. Mali gabarit isto tako omogućava i značajno smanjenje troškova održavanja i servisa, upravo iz razloga mogućnosti slanja poštom, što eliminiše potrebu za lokalnim servisima i skladištima. • Small size - which enables mobility, i.e. easy to move within a sales facility or sales chain, but it also allows for a significant reduction in transportation costs and enables worldwide mailing. The small size also allows for a significant reduction in maintenance and service costs, precisely because of the possibility of sending by mail, which eliminates the need for local services and warehouses.
• Manje prostora za skladištenje i lakša manipulacija • Less storage space and easier manipulation
• Mogućnost komunikacije sa drugim pametnim uređajima u prodajnom objektu i usklađivanje sa njima • The ability to communicate with and coordinate with other smart devices in the sales facility
Detaljan opis prikaza pronalaska je sadržan u daljem tekstu, gde ovi prikazi služe kao ilustrativan primer principa pronalaska. lako se ovaj pronalazak u daljem tekstu opisuje kroz priložene slike, pronalazak nije limitiran na izgled iz prikaza, gde je obim pronalaska limitiran samo patentnim zahtevima i gde pronalazak može imati različit dizajn, modifikacije i alternative, sa istom suštinom pronalaska. A detailed description of the embodiments of the invention is contained in the following text, where these embodiments serve as an illustrative example of the principles of the invention. this invention is easily described in the following text through the attached pictures, the invention is not limited to the appearance from the display, where the scope of the invention is limited only by the patent claims and where the invention can have different designs, modifications and alternatives, with the same essence of the invention.
Zarad opisanog primera, dati su specifični tehnički detalji, koji služe kao primer funkcionisanja i upotrebe pronalaska, kako bi se obezbedilo potpuno razumevanje pronalaska. Predmetni pronalazak može se napraviti i funkcionisati u skladu sa patentnim zahtevima i bez nekih ili čak svih specifičnih tehničkih detalja. For the sake of the example described, specific technical details are provided, which serve as an example of the operation and use of the invention, in order to ensure a complete understanding of the invention. The subject invention can be made and operated in accordance with the patent claims and without some or even all of the specific technical details.
Zarad jasnoće i fokusa na predmetni pronalazak, tehnički materijal, u vidu hardverskih specifikacija, softvera, komunikacionih protokola i slično, koji je poznat u tehničkim oblastima i predmet je stanja tehnike nije detaljno opisan u daljem tekstu. For the sake of clarity and focus on the subject invention, technical material, in the form of hardware specifications, software, communication protocols and the like, which is known in the technical fields and is subject to the state of the art, is not described in detail below.
Kratak opis slika nacrta Brief description of the draft images
Slika 1 - predstavlja uprošćeni prikaz Sistema za laku nadogradnju u sklopljenom stanju u perspektivi Figure 1 - is a simplified perspective view of the Easy Upgrade System in its assembled state
Slika 2 - predstavlja uprošćeni prikaz principa odvajanja Detekcionog od Kontrolnog modula Sistema za laku nadogradnju u perspektivi Figure 2 - represents a simplified view of the principle of separation of the Detection and Control module of the System for easy upgrade in perspective
Slika 3 - predstavlja uprošćen dijagram koji prikazuje primer unutrašnje arhitekture uređaja, sa načinima komunikacije između modula u perspektivi Figure 3 - is a simplified diagram showing an example of the internal architecture of the device, with the communication modes between the modules in perspective
Slika 4 - predstavlja uprošćeni prikaz principa rotacije Detekcionog u odnosu na Kontrolni modul Sistema za laku nadogradnju u bočnoj projekciji, sa nekoliko pozicija rotacije obeleženih isprekidanom linijom, kao i udubljenje u koje može nalegati ivica nadograđenog displeja. Figure 4 - represents a simplified representation of the principle of rotation of the Detection in relation to the Control module of the Easy Upgrade System in a side projection, with several positions of rotation marked by a broken line, as well as a recess into which the edge of the upgraded display can rest.
Slika 5 - predstavlja uprošćeni prikaz jednostavnog nadograđivanja displeja putem kačenja Sistema za laku nadogradnju na gornju ivicu displeja u perspektivi Figure 5 - is a simplified representation of a simple upgrade of the display by attaching the Easy Upgrade System to the upper edge of the display in perspective
Slika 6 - predstavlja uprošćeni prikaz Sistema za laku nadogradnju u opruženom stanju u perspektivi Figure 6 - represents a simplified view of the System for easy upgrade in a spring state in perspective
Slika 7 - predstavlja primer upotrebe Sistema za laku nadogradnju u opruženom stanju na polici, u perspektivi Figure 7 - is an example of the use of the Easy Upgrade System in a spring-loaded state on the shelf, in perspective
Slika 8 - predstavlja uprošćeni prikaz principa uklapanja Detekcionog modula Sistema za laku nadogradnju u Držač u perspektivi Figure 8 - represents a simplified view of the principle of fitting the Detection module of the Easy Upgrade System into the Holder in perspective
Slika 9 - predstavlja uprošćeni prikaz sklopljenog Detekcionog modula Sistema za laku nadogradnju sa držačem u perspektivi - upotreba na plafonu Figure 9 - is a simplified view of the assembled Detection Module of the Easy Upgrade System with the bracket in perspective - ceiling use
Detaljan opis pronalaska Detailed description of the invention
Slika 1 predstavlja uprošćeni Sistem za laku nadogradnju postojećih displeja u pametne displeje u perspektivi u sklopljenom stanju svih modula sa njihovim medjusobnim konekcijama, gde ovaj Sistem u sebi sadrži Kontrolni modul 100 i Detekcioni modul 200. Sistem takođe predviđa i potrebu za odvajanjem modula (Slika 2) i kačenjem detekcionog modula na plafon ili zid pomoću Držača detekcionog modula 900 (Slike 8 i 9). Držač detekcionog modula 900 nije neophodan za upotrebu Sistema za laku nadogradnju, gde se Sistem za laku nadogradnju može montirati i koristiti bez držača, te se on, u smislu ovog pronalaska tretira kao praktičan dodatak pronalasku i kao takav je opisan u daljem tekstu. Figure 1 represents a simplified System for easy upgrading of existing displays into smart displays in perspective in the assembled state of all modules with their mutual connections, where this System contains the Control Module 100 and the Detection Module 200. The system also foresees the need to separate the modules (Figure 2) and hang the detection module on the ceiling or wall using the Detection Module Holder 900 (Figures 8 and 9). The holder of the detection module 900 is not necessary for the use of the Easy Upgrade System, where the Easy Upgrade System can be mounted and used without the holder, and it, in the sense of this invention, is treated as a practical addition to the invention and is described as such in the following text.
Slika 3 prikazuje uprošćeni primer arhitekture sistema za laku nadogradnju, gde Kontrolni modul 100 u sebi sadrži: Figure 3 shows a simplified example of a system architecture for easy upgrade, where the Control Module 100 contains:
a) Računarski modul 101 i gde se procesuiranje podataka može vršiti putem CPU,GPU,NPU,VPU tipovima procesora, kao i procesorima slične namene, mikrokontrolerima, analognim logičkim kolima ili drugim specijalizovanim integrisanim kolima i čipovima namenjenih procesuiranju, kao i njihovim kombinacijama, organizovanih u sistem sa: pratećim hlađenjem, skladišnom i radnom memorijom, napajanjem, ulazima, izlazima i drugim pratećim komponentama i Komunikacioni modul 102 koji može, zavisno od upotrebe biti zasnovan na WI-FI, NFC, GSM, Bluetooth, Ethernet, nihovim kombinacijama ili drugim tehnologijama slične namene, gde predmetni pronalazak preferira implementaciju bežične tehnologije ili njihovih kombinacija iz praktičnih razloga. a) Computer module 101 and where data processing can be done via CPU, GPU, NPU, VPU types of processors, as well as processors of similar purpose, microcontrollers, analog logic circuits or other specialized integrated circuits and chips intended for processing, as well as their combinations, organized into a system with: accompanying cooling, storage and working memory, power supply, inputs, outputs and other accompanying components and Communication module 102 which may, depending on the use, be based on WI-FI, NFC, GSM, Bluetooth, Ethernet, their combinations or other technologies of similar purpose, where the subject invention prefers the implementation of wireless technology or their combinations for practical reasons.
b) Kontrolni modul 100 u sebi može sadržati jedan ili više tipova video izlaza, kao što su HDMI, VGA, USB i drugim tipovima u njihovom standardnom ili mini/mikro izdanju, a koji podrazumevaju konekciju sa displejem koji se nadograđuje kablom, dok se video izlaz može omogućiti i primenom bežičnih tehnologija, kao što je WI-FI i drugim sličnim tehnologijama. b) The control module 100 can contain one or more types of video output, such as HDMI, VGA, USB and other types in their standard or mini/micro edition, which imply a connection with the display that is upgraded with a cable, while the video output can also be enabled by the application of wireless technologies, such as WI-FI and other similar technologies.
Važan kriterijum u odabiru komponenti Kontrolnog modula predstavlja njihov gabarit, gde se preferiraju komponente manjeg gabarita, kako bi se osigurala mobilnost i širok dijapazon upotrebe, dok sama arhitektura komponenata može biti zasnovana na x86, x64, ARM, RISC, kao i drugim računarskim arhitekturama. An important criterion in the selection of Control Module components is their size, where smaller size components are preferred, in order to ensure mobility and a wide range of use, while the architecture of the components itself can be based on x86, x64, ARM, RISC, as well as other computer architectures.
Kontrolni modul 100 u sebi može sadržati jednu ili više aplikacija za praćenje ponašanja potrošača na mestu prodaje, koje analiziraju podatke dobijene putem Detekcionog modula 200. The control module 100 may contain one or more applications for monitoring the behavior of consumers at the point of sale, which analyze the data obtained through the detection module 200.
Kontrolni modul 100 u sebi može sadržati jednu ili više neutralnih mreža, statističkih matrica ili drugih metoda zasnovanih na statistici, mašinskom učenju ili veštačkoj inteligenciji i njihovim kombinacijama, koje mogu raditi obradu ulaznih podataka 500, dobijenih od strane Detekcionog modula 200, gde ti podaci mogu biti zasnovani na analizi lica, demografije, raspoloženja, položaja tela i lica, analiza detalja lica, tela, odeće, praćenja pogleda, analize putanja i interakcijama sa objektima u prostoru i na rafu, sličnim metodama, kao i njihovim kombinacijama. The control module 100 may contain one or more neutral networks, statistical matrices or other methods based on statistics, machine learning or artificial intelligence and combinations thereof, which may process the input data 500 obtained by the detection module 200, where these data may be based on face analysis, demographics, mood, body and face position, face, body, clothing detail analysis, gaze tracking, path analysis and interactions with objects in space and on the shelf, using similar methods, as well as their combinations.
Kontrolni modul može sadržati jednu ili više aplikacija za lokalizovanu analitiku, koja pored analitike direktno nad ulaznim podacima 500, dobijenih od strane Detekcionog modula, može izvoditi i indeksiranje prikupljenih podataka i komunikaciju parametara tako dobijenog indeksa drugim uređajima u mreži, putem izlaznih podataka 600. Ovako dobijen indeks se čuva zarad kasnije upotrebe i komparacije sa drugim sačuvanim indeksima. The control module can contain one or more applications for localized analytics, which in addition to analytics directly on the input data 500, obtained by the Detection module, can also perform indexing of the collected data and communication of the parameters of the thus obtained index to other devices in the network, via the output data 600. The index obtained in this way is saved for later use and comparison with other saved indices.
Kontrolni modul može sadržati jednu ili više aplikacija za anonimizaciju podataka, koja se vrši pre slanja podataka drugim instaliranim ili aplikacijama na internetu, u vidu izlaznih podataka 600. Ovim pristupom predmetni pronalazak omogućava izložbenim, prodajnim i drugim objektima da prikupljaju podatke o posetiocima u skladu sa važećim zakonima o zaštiti podataka o ličnosti bez uvođenja dodatnih procedura u objekat ili prodajni lanac. The control module can contain one or more applications for data anonymization, which is done before sending data to other installed or applications on the Internet, in the form of output data 600. With this approach, the subject invention allows exhibition, sales and other facilities to collect data about visitors in accordance with current laws on the protection of personal data without introducing additional procedures in the facility or sales chain.
Kontrolni modul 100 u sebi može sadržati jednu ili više aplikacija za puštanje rekama ili interaktivnog sadržaja, uključujući i mogućnost povezivanja sa postojećim CMS sistemima, kako lokalno, tako i putem API, plagin ili drugih internet tehnologija. The control module 100 may contain one or more applications for streaming or interactive content, including the ability to connect to existing CMS systems, both locally and through APIs, plugins or other Internet technologies.
Kontrolni modul 100 može igrati ulogu lokalnog servera. Individualni kontrolni modul može kontrolisati jedan ili više displeja (701), kao i više Detekcionih modula 200, sa ili bez fizičke veze. The control module 100 can play the role of a local server. An individual control module can control one or more displays (701), as well as multiple Detection Modules 200, with or without a physical connection.
Kontrolni modul 100 može primati podatke od drugih senzora i uređaja u okviru objekta ili sa lokalnog servera (702), interpretirati ih, obrađivati ih, kombinovati ih sa prethodno dobijenim podacima i slati obrađene ili neobrađene podatke drugim uređajima u objektu (702), gde ova komunikacija može biti i dvosmernog karaktera, čime se omogućava komunikacija, primanje, obrada i slanje podataka od i ka brojnim pametnim uređajima u objektu (702) kao što su brojači posete, pametni frižideri, pametni rafovi, kao i POS terminali, na primer. The control module 100 can receive data from other sensors and devices within the facility or from the local server (702), interpret them, process them, combine them with previously obtained data and send processed or unprocessed data to other devices in the facility (702), where this communication can be two-way in nature, which enables communication, receiving, processing and sending data from and to numerous smart devices in the facility (702) such as visit counters, smart refrigerators, smart racks, as well as POS terminals, for example.
Kontrolni modul 100 može imati direktnu konekciju na internetom i slati obrađene podatke aplikaciji na internetu na dalju obradu. The control module 100 can have a direct connection to the Internet and send the processed data to an application on the Internet for further processing.
Detekcioni modul 200 ima za cilj prikupljanje različitih podataka o posetiocima, gde se Detekcioni modul sastoji od: Akvizicionog modula 201, Računarskog modula 202 i Komunikacionog modula 203. Detection module 200 aims to collect various data about visitors, where Detection module consists of: Acquisition module 201, Computing module 202 and Communication module 203.
Akvizicioni modul 201 može sastojati od: kamere, svetlosnih senzora različitog spektra, senzora za pokret i daljinu, zasnovanih na različitim tehnologijama, kao i njihovu kombinaciju. Preporučeni raspon detekcije unutar zatvorenog objekta je od 1- 20m, dok se veća razdaljina, do 100m detekcije može pokriti upotrebom specijalizovanih kamera, senzorima ili kombinacijom više detekcionih modula, koji zajedno mogu formirati 3D sliku za velike prodajne objekte, izloge i druge slične namene. Akvizicioni modul kontrolisan je od strane Računarskog modula 202 i zavisno od željene konfiguracije može slati prikupljene ulazne podatke 400 na obradu Računarskom modulu 202 ili direktno Računarskom modulu 101, putem ulaznih podataka 500. The acquisition module 201 can consist of: a camera, light sensors of different spectrum, motion and distance sensors, based on different technologies, as well as their combination. The recommended range of detection inside a closed object is from 1-20m, while a greater distance, up to 100m of detection can be covered by using specialized cameras, sensors or a combination of several detection modules, which together can form a 3D image for large sales objects, shop windows and other similar purposes. The acquisition module is controlled by the Computer Module 202 and depending on the desired configuration can send the collected input data 400 for processing to the Computer Module 202 or directly to the Computer Module 101, via the input data 500.
Računarski modul 202 je slične namene i sastava kao prethodno opisani Računarski modul 101, gde Računarski modul 202 za svoj cilj ima kontrolu nad komponentama Akvizicionog modula 201, Komunikacionog modula 203, kao i prosleđivanje podataka Računarskom modulu 101. The computer module 202 has a similar purpose and composition as the previously described Computer module 101, where the Computer module 202 has for its purpose the control over the components of the Acquisition module 201, the Communication module 203, as well as the forwarding of data to the Computer module 101.
Sa obzirom na namenu Detekcionog modula, gore opisana arhitektura je preporučljiva, čime se omogućava manji gabarit Računarskog modula 202 u odnosu na Računarski modul 101. Considering the purpose of the Detection Module, the architecture described above is recommended, which allows for a smaller footprint of the Computing Module 202 compared to the Computing Module 101.
Zavisno od željene konfiguracije i instalirane aplikacije, Računarski modul 202 može, pored napomenutih funkcija imati i funkcije pretprocesuiranja i procesuiranja podataka, gde u tom slučaju, Računarski modul 202 u sebi može sadržati jednu ili više neutralnih mreža, statističkih matrica ili drugih metoda zasnovanih na statistici, mašinskom učenju ili veštačkoj inteligenciji i njihovim kombinacijama, koje mogu raditi obradu podataka, zasnovanih na analizi lica, demografije, sentimenta, položaja tela i lica, analiza detalja lica i tela, praćenja pogleda, analize putanja i interakcijama sa objektima u prostoru i na rafu, kao i lokalizovanu analitiku i/ili anonimizaciju prikupljenih podataka, pre slanja podataka Računarskom modulu 101, instaliranim ili aplikacijama na internetu. Depending on the desired configuration and the installed application, Computer module 202 may, in addition to the mentioned functions, also have data preprocessing and processing functions, where in this case, Computer module 202 may contain one or more neutral networks, statistical matrices or other methods based on statistics, machine learning or artificial intelligence and their combinations, which can process data based on facial analysis, demographics, sentiment, body and face position, facial detail analysis and bodies, gaze tracking, analysis of trajectories and interactions with objects in space and on the shelf, as well as localized analytics and/or anonymization of collected data, before sending data to Computer Module 101, installed or applications on the Internet.
Komunikacioni modul 203 je po svojim karakteristikama isti kao Komunikacioni modul 102, gde je njegova glavna primena prosleđivanje podataka dobijenih putem Akvizicionog modula 201 i Računarskog modula 202 Računarskom modulu 101, gde je primer ove arhitekture prikazan na Slici 3. The communication module 203 has the same characteristics as the communication module 102, where its main application is the forwarding of data obtained through the acquisition module 201 and the computer module 202 to the computer module 101, where an example of this architecture is shown in Figure 3.
Konstrukcija Sistema za laku nadogradnju postojećih displeja u pametne displeje usmerena je ka tome da obezbedi fleksibilnu upotrebu na širokom dijapazonu postojećih rešenja, te je konstrukcijom predviđeno da će u određenom broju slučajeva postojati potreba za odvajanjem Kontrolnog od Detekcionog modula (Slika 2), dok je u nekim drugim slučajevima, kao što je nadogradnja pojedinačnog displeja, na primer, praktičnija upotreba oba modula na istom mestu, putem direktnog kačenja za neku od ivica displeja (Slika 5), putem udubljenja 204, koje može biti tehnički izvedeno kao podesivo kao što je prikazano na primeru na Slici 4, gde je udubljenje 204 obeleženo debelom linijom, Postavka Sistema za laku nadogradnju, pored ovog načina, moguća je i iza ukrasne maske oko displeja, na frižiderima, smeštanjem Sistema u samo kućište ili postavkom uređaja u položenom stanju (Slika 6) na policu, gde je na Slici 7 dat takav primer. The construction of the System for easy upgrading of existing displays into smart displays is aimed at ensuring flexible use of a wide range of existing solutions, and the construction foresees that in a certain number of cases there will be a need to separate the Control from the Detection module (Figure 2), while in some other cases, such as upgrading an individual display, for example, it is more practical to use both modules in the same place, by direct hanging on one of the edges of the display (Figure 5), by means of recesses 204, which can be technically performed as adjustable as shown in the example in Figure 4, where the recess 204 is marked with a thick line, Setting the System for easy upgrade, in addition to this method, is also possible behind the decorative mask around the display, on refrigerators, by placing the System in the case itself or setting the device in a flat state (Figure 6) on the shelf, where such an example is given in Figure 7.
Kako bi se obezbedila maksimalna fleksibilnost, Sistem za laku nadogradnju može imati odvojivu vezu između ova Kontrolnog modula 100 i Detekcionog modula 200 i implementirati dizajn koji podrazumeva jednostavno odvajanje i spajanje, prikazano na Slici 2. In order to provide maximum flexibility, the Easy Upgrade System can have a detachable connection between the Control Module 100 and the Detection Module 200 and implement a simple disconnect and connect design, shown in Figure 2.
Tako odvojen Detekcioni modul 200 može se uklopiti sa Držačem 900, gde je ovo uklapanje uprošćeno prikazano na Slici 8 i dalje montirati na zidove ili plafon, kao na primeru na Slici 9. Thus, the separate Detection Module 200 can be fitted with the Holder 900, where this fitting is shown in a simplified manner in Figure 8, and further mounted on the walls or ceiling, as in the example in Figure 9.
Detekcioni modul 200 po svojoj konstrukciji može sadržati i zglob 800 (Slike 4 i 6), koji dopušta rotaciju od maksimalnih 280 stepeni, koji može imati višestruku funkciju. Jedna od upotreba zgloba 800 omogućava fleksibilnost direktne montaže na same displeje, gde pomeranje ugla direktno može pomoći boljem naleganju udubljenja 204 Detekcionog modula na ivicu nadograđenog displeja, kao na primeru na Slici 4. Pored toga, zglob 800, može omogućiti i primene na policama (Slika 7), što omogućava diskretno prikupljanje podataka o kretanju pogleda posetilaca, njihovu interakciju sa predmetima na rafovima, služenje targetiranih reklama ili interaktivnih sadržaja baziranih na prethodno prikupljenim podacima, prethodno iskazanom interesu ili interakciji i slično. The detection module 200, by its construction, can also contain a joint 800 (Figures 4 and 6), which allows rotation of a maximum of 280 degrees, which can have multiple functions. One of the uses of the joint 800 allows the flexibility of direct mounting on the displays themselves, where shifting the angle directly can help better fit the recess 204 of the Detection Module on the edge of the upgraded display, as in the example in Figure 4. In addition, the joint 800 can also enable applications on the shelves (Figure 7), which allows for discreet collection of data on the movement of visitors' eyes, their interaction with objects on the shelves, serving targeted advertisements or interactive content based on previously collected data, previously expressed interest or interaction and the like.
Predviđanje zgloba 800 u konstrukciji Sistema za laku nadogradnju u okviru Detekcionog modula 200, a ne u okviru Kontrolnog modula 100, takođe omogućava podesivost ugla Detekcionog modula 200, čime se osigurava prikupljanje podataka pod uglom povoljnijim za dalju analizu, bez obzira da li je Detekcioni modul 200 povezan za Kontrolni modul 100 ili Držač 900 ili ne. Na taj način obezbeđuje se podesivost ugla Detekcionog modula 200 u primeni na plafonu ili zidu, namontiran na Držač 300. Anticipating the joint 800 in the design of the Easy Upgrade System within the Detection Module 200, rather than within the Control Module 100, also allows the angle of the Detection Module 200 to be adjustable, thereby ensuring that data is collected at an angle more favorable for further analysis, regardless of whether the Detection Module 200 is connected to the Control Module 100 or the Holder 900 or not. In this way, the adjustment of the angle of the Detection Module 200 in application on the ceiling or wall, mounted on the Holder 300, is ensured.
Prikazana organizovana arhitektura i konstrukcija Sistema za laku nadogradnju omogućava brzu i laku nadogradnju postojećih displeja i displej sistema u pametne displeje koji prikazuju sadržaj zasnovan na podacima o posetiocima u objektu i ispunjenje suštine pronalaska, kao i prednosti opisane u toj sekciji. The presented organized architecture and construction of the Easy Upgrade System allows quick and easy upgrading of existing displays and display systems to smart displays that display content based on data about visitors to the facility and fulfilling the essence of the invention, as well as the advantages described in that section.
Prikazane kombinacije modula i njihova konstrukcija koji su prethodno opisani u vezi sa priloženim tekstom i slikama su primeri i nisu zamišljeni tako da iscrpe sve moguće kombinacije modula, konstrukcije, kao i načine i komunikacije između modula i uređaja. Dalje prednosti i nedostaci tih kombinacija će biti očigledni onima koji su upućeni u ovu oblast. The shown combinations of modules and their construction previously described in connection with the attached text and images are examples and are not intended to exhaust all possible combinations of modules, constructions, as well as modes and communication between modules and devices. Further advantages and disadvantages of such combinations will be apparent to those skilled in the art.
Biće prihvaćeno od strane onih koji su upućeni u ovu oblast da modifikacije mogu biti napravljene na ovim rešenjima, bez udaljavanja od suštine pronalaska kao što je ovde opisano. It will be appreciated by those skilled in the art that modifications may be made to these embodiments without departing from the spirit of the invention as described herein.
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| RS20220790A RS20220790A1 (en) | 2022-08-19 | 2022-08-19 | System for easy upgrade of common displays to smart displays |
| PCT/RS2023/000012 WO2024039259A1 (en) | 2022-08-19 | 2023-08-17 | Method and system for easy upgrade of existing advertising displays to smart displays |
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