White Paper: Ubwino wa Edge AI + Cloud-based Security Systems

Edge Computing + AI = Edge AI

• AI mu Smart Security Terminals
• Edge AI mu Access Control
• Edge AI mu Kuwunika Kwamavidiyo

 

Pulatifomu Yamtambo ya Edge Data Storage and Processing ndiyofunika

• Cloud-based Access Control System
• Cloud-based Video Surveillance System
• Ubwino wa Cloud-based Security System for Solution Integrator ndi Installer

 

Mavuto Odziwika Amasiku Ano Amalonda akukumana nawo pakukhazikitsa nsanja ya Edge AI + Cloud muyankho la Video Surveillance

• The Anakonza

 

• Mbiri

Kupita patsogolo kwaukadaulo kwapangitsa kuti zikhale zosavuta kuchepetsa ngozi ndikuteteza malo anu antchito. Mabizinesi ochulukirapo alandira zatsopano ndipo apeza njira zothetsera kasamalidwe ka nthawi ya ogwira ntchito komanso zovuta zowongolera malo. Makamaka mabizinesi ang'onoang'ono amakono, kukhala ndi chitetezo choyenera kungapangitse kusiyana kwakukulu pakusunga malo anu antchito, ndi katundu wanu, otetezeka. Komanso, zimathandizira kuwongolera ndi kukonza ntchito zamakasitomala, ndikuwunika momwe antchito amagwirira ntchito.

Access Control & Video anaziika ndi mbali ziwiri zofunika za chitetezo chanzeru. Anthu ambiri tsopano azolowera kulowa muofesi pogwiritsa ntchito kuzindikira nkhope ndikuyang'ana chitetezo cha malo ogwirira ntchito ndi kanema.

Malinga ndi lipoti la ResearchAndMarkets.com, Global Video Surveillance Market ikuyembekezeka kukhala $ 42.7 Bn mu 2021 ndipo ikuyembekezeka kufika $ 69.4 Bn pofika 2026, ikukula pa CAGR ya 10.2%. Global Access Control Market idafika pamtengo wa $ 8.5 Biliyoni mu 2021. Kuyang'ana kutsogolo, msika ukuyembekezeka kufika $ 13.5 Biliyoni pofika 2027, kuwonetsa pa CAGR ya 8.01% (2022-2027).

Mabizinesi amakono amakono ali ndi mwayi womwe sunachitikepo kuti apeze phindu la mayankho achitetezo anzeru. Iwo omwe ali ndi mwayi wolandira zatsopano zamapangidwe achitetezo amatha kuthana ndi zoopsa zachitetezo nthawi iliyonse ndikupeza phindu lalikulu kuchokera kuzinthu zawo zotetezedwa. Pepala loyera ili likugawana zifukwa zomwe nsanja ya Edge AI + Cloud-based iyenera kukhala chisankho choyamba pamabizinesi amakono.

 

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• Edge Computing + AI = Edge AI

  Mosiyana ndi Cloud computing, Kugwiritsa ntchito kompyuta ndi ntchito yamakompyuta yomwe imaphatikizapo kusunga, kukonza, ndi kugwiritsa ntchito. Mphepete mwa nyanja imatanthawuza ma seva omwe ali m'madera ndipo ali pafupi ndi mapeto, monga makamera owunika ndi masensa, kumene deta imatengedwa koyamba. Njirayi imachepetsa kuchuluka kwa data yomwe imayenera kuyenda pa netiweki kotero kuchititsa kuchedwa kochepa. Computing ya Edge imaganiziridwa kuti imathandizira Cloud computing pochita Data Analytics pafupi ndi komwe kumachokera deta.

Pakutumizidwa koyenera, zolemetsa zonse zitha kukhala pakatikati pamtambo kuti musangalale ndi kuchuluka komanso kuphweka kwamtambo-AI. Komabe, nkhawa zamabizinesi amakono okhudzana ndi latency, chitetezo, bandwidth, ndi kudziyimira pawokha kuyitanitsa kutumizidwa kwachitsanzo cha Artificial Intelligence (AI) ku Edge. Zimapanga analytics zovuta monga ANPR kapena kuzindikira kwa AI komwe kungakwanitse kwamakasitomala omwe sakufuna kugula seva yapamwamba ya AI yakumaloko ndikuwononga nthawi kuyikonza.

Edge AI kwenikweni ndi AI yomwe imagwiritsa ntchito makompyuta a Edge kuyendetsa deta kwanuko, motero amapezerapo mwayi pazabwino zomwe Edge computing amapereka. Mwa kuyankhula kwina, kuwerengera kwa AI kumachitika pazida zomwe zili pafupi ndi wogwiritsa ntchito pamphepete mwa intaneti, pafupi ndi kumene deta ili, osati pakati pa malo opangira mtambo kapena deta yapadera. Zipangizozi zili ndi masensa oyenera ndi mapurosesa, ndipo safuna kugwirizanitsa maukonde kuti agwiritse ntchito deta ndikuchitapo kanthu. Chifukwa chake, Edge AI imapereka yankho ku zofooka za AI yodalira mitambo.

Otsatsa ambiri otsogola odzitchinjiriza akhala akugwiritsa ntchito m'mphepete mwa AI pakuwongolera mwayi wopezeka ndi kuyang'anira makanema kuti apititse patsogolo bwino ndikuchepetsa mtengo wonse wopanga / ntchito. Apa, m'mphepete AI itenga gawo lalikulu.

• AI mu Smart Security Terminals

  Pamene ma algorithms a Neural network ndi zida zofananira za AI zikukula, Edge AI ikuyambitsidwa muzachitetezo chazamalonda.
  
  Mabizinesi ambiri amakono akugwiritsa ntchito kuzindikira kwa chinthu AI chophatikizidwa m'ma terminal anzeru kuti ateteze chitetezo pantchito. Object recognition AI yokhala ndi neural network algorithm yolimba imatha kuwona zinthu mu kanema kapena chithunzi chilichonse, monga anthu, magalimoto, zinthu ndi zina zambiri. Kenako imatha kusanthula ndikutulutsa zinthu za fano. Mwachitsanzo, imatha kuzindikira kukhalapo kwa anthu okayikitsa kapena magalimoto pamalo ovuta.

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Kuzindikira kumaso kwa Edge ndiukadaulo womwe umadalira makompyuta onse a Edge ndi Edge AI, omwe amathandizira kwambiri kuthamanga, chitetezo, ndi kudalirika kwa zida zowongolera mwayi. Ikagwiritsidwa ntchito powongolera mwayi, kuzindikira kwa nkhope ya Edge kumafanizira nkhope yomwe idawonetsedwa pamalo ofikira kunkhokwe ya anthu ovomerezeka kuti muwone ngati pali machesi. Ngati pali machesi, mwayi umaperekedwa, ndipo ngati palibe machesi, mwayi umakanidwa ndipo chenjezo lachitetezo likhoza kuyambitsa.

Kuzindikira nkhope komwe kumadalira Edge computing ndi Edge AI imatha kukonza deta kwanuko (popanda kuitumiza kumtambo). Chifukwa deta imakhala pachiwopsezo chowukiridwa panthawi yotumizira, kuisunga pamalo pomwe imapangidwira kumachepetsa mwayi wakuba zidziwitso.

Edge AI imatha kusiyanitsa pakati pa anthu enieni komanso osakhala amoyo. Kuzindikira moyo pa Edge kumalepheretsa kuwononga nkhope pogwiritsa ntchito 2D ndi 3D (chithunzi chokhazikika kapena chosinthika ndi makanema).

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• Zolephera zochepa zaukadaulo

  Kuzindikira kumaso kwa Edge ndiukadaulo womwe umadalira makompyuta onse a Edge ndi Edge AI, omwe amathandizira kwambiri kuthamanga, chitetezo, ndi kudalirika kwa zida zowongolera mwayi. Ikagwiritsidwa ntchito powongolera mwayi, kuzindikira kwa nkhope ya Edge kumafanizira nkhope yomwe idawonetsedwa pamalo ofikira kunkhokwe ya anthu ovomerezeka kuti muwone ngati pali machesi. Ngati pali machesi, mwayi umaperekedwa, ndipo ngati palibe machesi, mwayi umakanidwa ndipo chenjezo lachitetezo likhoza kuyambitsa.

 

Kuchepetsa mwayi wobedwa zambiri

Kugwiritsa ntchito kuzindikira kumaso kuti mupeze njira zothetsera mwayi wopezerapo mwayi kukuchitikanso, makamaka m'dziko lamakono lazamalonda, pomwe pali nkhawa zambiri zakuchita bwino komanso mtengo wake. Chifukwa cha zomwe taphunzira pa nthawi ya mliri, pakufunika kufunikira kochotsa 'kukangana' kwa ogwiritsa ntchito.
 

Kuzindikira kwabwinoko pakuwopseza pozindikira zamoyo

Kuzindikiritsa nkhope AI yophatikizidwa mumayendedwe amakono olowera ndi makamera owunikira ndikugwiritsa ntchito ukadaulo uwu pachitetezo.

Imazindikiritsa mawonekedwe a nkhope ya munthu ndikuwasintha kukhala matrix a data. Ma matrices a data awa amasungidwa mu Edge terminals kapena mtambo kuti awunike, zisankho zamabizinesi oyendetsedwa ndi data, ndikuwongolera mfundo zachitetezo.

 

• Edge AI mu Kuwunika Kwamavidiyo

  M'malo mwake, yankho la Edge AI limayika ubongo mu kamera iliyonse yolumikizidwa ndi dongosolo, yomwe imatha kusanthula mwachangu ndikutumiza zidziwitso zokhazokha kumtambo kuti zisungidwe.
  
  Mosiyana ndi kachitidwe kachitetezo kakanema kamene kamasuntha deta yonse kuchokera ku kamera iliyonse kupita ku nkhokwe yapakati kuti iwunikenso, Edge AI imapangitsa makamera kukhala anzeru - imasanthula zomwe zili komwe kumachokera (kamera) ndikungosuntha zofunikira komanso zofunika mtambo, potero kuchotsa ndalama zambiri za ma seva a deta, bandwidth yowonjezera, ndi ndalama zowonongeka zomwe nthawi zambiri zimagwirizanitsidwa ndi kusonkhanitsa mavidiyo ochuluka kwambiri ndi kusanthula.

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Kugwiritsa ntchito bandwidth m'munsi

Phindu lalikulu la Edge AI ndikuchepetsa kugwiritsa ntchito bandwidth. M'makhazikitsidwe ambiri bandwidth ya netiweki ndi malire ndipo chifukwa chake kanemayo amapanikizidwa kwambiri. Kuchita ma analytics apamwamba a kanema pa kanema woponderezedwa kwambiri kumachepetsa kulondola kwa ma analytics, motero kukonza pa data yoyambirira ku Edge kuli ndi zabwino zomveka.
 

Kuyankha mwachangu

Phindu lina lalikulu la makompyuta mu kamera ndikuchepetsa latency. M'malo motumiza vidiyoyi ku backend kuti ikasinthidwe ndikuwunikiridwa, kamera yozindikira nkhope, kuyang'ana galimoto, kapena kuzindikira zinthu imatha kuzindikira munthu wosafunika kapena wokayikira ndikudziwitsa ogwira ntchito zachitetezo nthawi yomweyo.
 

Kuchepetsa mtengo wa ntchito

Panthawiyi, zimalola ogwira ntchito zachitetezo kuti aziganizira kwambiri zinthu zofunika kwambiri / zochitika. Zida monga kuzindikira anthu, kuzindikira magalimoto, kapena kuzindikira zinthu zimatha kuchenjeza ogwira ntchito zachitetezo kuti zichitike. Kumene kuwunika kumayikidwa, ogwira ntchito amatha kuchita zambiri ndi anthu ochepa posefa ma feed a makamera popanda zochitika zinazake komanso kutengera malingaliro achikhalidwe kuti awone malo kapena makamera ena.

 

•Pulatifomu Yamtambo ya Edge Data Storage and Processing ndiyofunika

Pamene chiwerengero cha zojambulidwa kuchokera ku makamera oyang'anira chikukula tsiku ndi tsiku, kotero vuto la kusunga deta zazikulu zakale zakale likukhala lofunika. Njira ina yosungirako malo ndi kusamutsa kanema ku pulogalamu yamtambo yochokera pamtambo.

Makasitomala tsopano akuyamba kufuna kwambiri zachitetezo chawo, kuyembekezera mayankho anthawi yomweyo ku nkhawa zawo. Pakadali pano, akuyembekezanso kuti dongosololi lili ndi zopindulitsa zomwe zimagwirizanitsidwa ndi kusintha kulikonse kwa digito - kasamalidwe kapakati, mayankho owopsa, kupeza zida zomwe zimafunikira kukonza mwamphamvu, ndikuchepetsa mtengo.

Dongosolo lachitetezo chokhazikika pamtambo likukhala njira yoyamikiridwa mwachangu momwe zimakhalira kuti mabungwe azikonza kuchuluka kwa data mumtambo ndi mtengo wotsika komanso magwiridwe antchito apamwamba. Posamutsa zida zotsika mtengo kumtambo, mabungwe amatha kuwona kutsika kwamitengo yonse yachitetezo ndi 20 mpaka 30 peresenti.

Ndi kukula kwachangu kwa cloud computing, msika ndi njira zothetsera chitetezo zimayendetsedwa, kuyika ndi kugulidwa zikusintha mofulumira.

• Mitambo yochokera ku Cloud Access Control Systems

Konsoni imodzi yoyang'anira masamba angapo

Cloud imalola mabungwe kuti aziyang'anira mavidiyo awo ndikuwongolera malo ambiri kuchokera pagalasi limodzi. Izi zimapangitsa kukhala kosavuta kuwongolera makamera, zitseko, zidziwitso ndi zilolezo za nyumba zawo, malo osungiramo zinthu, ndi malo ogulitsira kuchokera kulikonse padziko lapansi. Popeza deta imatha kugawidwa mosavuta kudzera mumtambo, chidziwitso chikhoza kupezeka mwamsanga.
 

Kuwongolera kosinthika kwa ogwiritsa ntchito pakuwonjezera chitetezo

Oyang'anira atha kuletsa mwayi wopezeka nthawi iliyonse, kulikonse, kukupatsani mtendere wamumtima ngati baji yatayika kapena kubedwa kapena nthawi zina wogwira ntchito achita zachipongwe. Momwemonso, ma admins amatha kupereka mwayi wopezeka m'malo otetezedwa kwakanthawi ngati pakufunika, kuwongolera maulendo ochezera ogulitsa ndi makontrakitala. Makina ambiri amakhalanso ndi zowongolera zolowera m'magulu, zotha kupatsa zilolezo ndi dipatimenti kapena pansi, kapena kukhazikitsa gulu lomwe limalola ogwiritsa ntchito ena kumadera oletsedwa.

• Scalable ntchito

  Chitetezo chikhoza kuwongoleredwa mosavuta ndikuyika chilichonse pakati pamtambo. Chiwerengero chopanda malire cha makamera ndi malo olamulira olowera akhoza kuwonjezeredwa ku nsanja yamtambo. Ma Dashboards amathandiza kuti deta ikhale yadongosolo. Pali njira yothetsera vuto lililonse momwe mukukulira, monga zipata, malo oimikapo magalimoto, malo osungiramo zinthu, ndi malo opanda intaneti.

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Kugwiritsa ntchito mosavuta

Dongosolo lokhazikika pamtambo limapangidwanso kuti likhale losavuta, chifukwa limalola ogwira ntchito ndi alendo kuti azitha kugwiritsa ntchito zida zawo zam'manja. Izi ndizosavuta kwa ogwira ntchito chifukwa kiyi yawo ndi yopanda msoko, yosunthika, ndipo ali nawo kale nthawi zonse. Ndiwosavuta kwa mabizinesi, chifukwa amapewa zovuta komanso mtengo wosindikiza "makiyi" atsopano kwa antchito ndi alendo.
 

• Mitambo Yoyang'anira Mavidiyo pamtambo

Makina oteteza makanema ozikidwa pamtambo ndi mtundu wachitetezo womwe umajambulitsa makanema pa intaneti m'malo mowajambulitsa pa chipangizo chosungira. Amakhala ndi ma endpoints a kamera ya kanema ya AI omwe amalumikizana ndi wothandizira pamtambo wanu kudzera pa intaneti. Wopereka mtamboyu ndiye amene ali ndi udindo wosunga mavidiyo anu ndipo akhoza kusinthidwa kuti atumize zidziwitso, zidziwitso, ngakhale kujambula zithunzi zoyenda zikadziwika.

Mfundo yosungira mitambo yapangitsa kuti zikhale zosavuta kupanga mavidiyo owonetsera mavidiyo pazinthu zamalonda. Tsopano ndizotheka kusunga zithunzi zopanda malire popanda kufunikira zida zowonjezera kapena kuda nkhawa kuti zatha.
 

Kufikira kutali

M'mbuyomu, nthawi zambiri mumafunikira mwayi wopeza chitetezo. Mwa kulumikiza makina anu a CCTV pamtambo, ogwiritsa ntchito ovomerezeka amatha kupeza ndikugawana zithunzi nthawi iliyonse kulikonse. Phindu lalikulu lamtunduwu ndikuti limapatsa bizinesi yanu mwayi wojambula zonse 24/7 kuchokera kulikonse - ngakhale mulibe ku ofesi!
 

Kukonza kosavuta komanso kotchipa

Kuphatikiza apo, ntchito zowunikira makanema pamtambo monga kusungirako ndikugawa zojambulira zimasinthidwa zokha, popanda kukhudzidwa ndi ogwiritsa ntchito, zomwe ndizosavuta kwa ogwiritsa ntchito. Kusungirako kanema wamtambo ndikosavuta kukhazikitsa; sichifuna hardware kapena IT ndi akatswiri achitetezo kuti asunge dongosololi.

 

• Ubwino wa Cloud-based Security System for Solution Integrator and Installer

 

Kuyika ndi zomangamanga

Zogulitsa zonse komanso ndalama zogwirira ntchito pokhazikitsa njira yolumikizirana ndi IP yoyendetsedwa ndi mtambo ndizotsika mtengo kwambiri. Palibe seva yakuthupi kapena seva yeniyeni yomwe imafunikira, zomwe zimapangitsa kuti ndalama zisungidwe $1,000 mpaka $30,000 malingana ndi kukula kwa dongosolo.

Woyikirayo sayenera kukhazikitsa mapulogalamu pa seva yeniyeni, sinthani seva pamalo a kasitomala kapena nkhawa ngati chipangizo chatsopano cha hardware ndi makina ogwiritsira ntchito zikugwirizana ndi ndondomeko za IT za kasitomala.

Muulamuliro wofikira pamtambo, zida zowongolera zofikira zitha kukhazikitsidwa ndikulozera nthawi yomweyo kumtambo, kuyesedwa, ndikukonzedwa. Pogwiritsa ntchito ntchito yamtambo, kuyikako kumakhala kofupikitsa, kosasokoneza, ndipo kumafuna zipangizo zochepa.

• Kuchepetsa ndalama zolipirira zomwe zikupitilira

  Makina owongolera anthu akakhazikitsidwa, pamakhala ndalama zopititsira patsogolo. Izi zikuphatikiza kukweza kwa mapulogalamu ndi zigamba, kuwonetsetsa kuti hardware ikugwira ntchito moyenera, ndipo posachedwa. Ndi makina owongolera olowera pamtambo, pafupifupi ntchito zonse zokonzekerazi zitha kuchitidwa kuchokera ku chipangizo chilichonse nthawi iliyonse. Otsatsa a Access control Software as a Service (SaaS) nthawi zambiri amaphatikiza zosintha zonse ndi zosintha zamapulogalamu pamapulogalamu awo apachaka.
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Kuphatikiza apo, zidziwitso za kasitomala nthawi zambiri zimathandizidwa ndi ma seva angapo amtundu wamtambo, chifukwa chake palibe chifukwa choti wophatikiza apite patsamba, kupereka zosunga zobwezeretsera, kukhazikitsa zosintha, ndiyeno sinthani zosintha zoyenera pazantchito. Ophatikiza omwe atumiza machitidwe amtambo chifukwa cha izi akuwona phindu lowonjezereka, kukhutira kwamakasitomala, kutsika kwamitengo yamitengo, komanso kusungitsa makasitomala ambiri.
 

Kugwirizana

Open application programming interfaces (APIs) imathandizira njira yolumikizirana yolumikizirana ndi intrusion kuti igwirizane ndi makanema, ma elevator, ndi machitidwe ena; machitidwe ambiri akhoza kuphatikizidwa ndi kulowerera kuposa kale lonse.

Kuphatikizika kulikonse ndi matekinoloje a chipani chachitatu kumakhala kosavuta papulatifomu yokhala ndi mitambo! Machitidwe otsegula (pogwiritsa ntchito ma API) amachititsa kuti zikhale zosavuta komanso zomveka kuti zigwirizane ndi machitidwe ndi zinthu za chipani chachitatu, monga zida zoyankhulirana zamalonda, monga CRM, ICT ndi ERP.

• Mavuto Omwe Mabizinesi Amakono amakumana nawo pakukhazikitsa nsanja ya Edge AI + Cloud mu Video Surveillance Security

Kusasinthika bwino

M'gawo loyang'anira makanema a AI, ma algorithms ndi zida nthawi zambiri zimakhala zomangidwa kwambiri. Koma pakugwiritsa ntchito, makina owonera makanema amafunikira kusinthasintha kwina, zomwe zikutanthauza kuti kamera yomweyi nthawi zambiri imagwiritsidwa ntchito pazosiyana ndi ma aligorivimu osiyanasiyana.

Ndi makamera amakono a AI, ndizovuta kusintha ma algorithms kamodzi atamangidwa ku algorithm inayake. Chifukwa chake, makampani amayenera kuwononga ndalama zambiri pazida zatsopano kuti athetse mavuto.

• Mavuto olondola a AI

  Kukhazikitsa kwa AI mumayendedwe owonera makanema kumakhudzidwa kwambiri ndi mawerengedwe ndi zithunzi. Chifukwa cha kuchepa kwa ma Hardware komanso chikoka cha chilengedwe chenicheni, kulondola kwazithunzi zamakina owunikira a AI nthawi zambiri sikukhala koyenera monga mu labu. Zidzakhala ndi zotsatira zoipa pa zomwe wogwiritsa ntchito amagwiritsa ntchito komanso kugwiritsa ntchito deta.
  
  Zida zomwe zimapangidwira m'mphepete mwa AI nthawi zambiri sizikhala zamphamvu kapena zothamanga mokwanira kuti zikwaniritse kukumbukira, magwiridwe antchito, kukula, komanso kugwiritsa ntchito mphamvu kwa Edge. Kukula kochepa ndi kukumbukira kukumbukira kungakhudzenso kusankha kwa makina ophunzirira makina.

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• Zokhudza chitetezo cha data

  Momwe mungaperekere njira zotetezera zokwanira kuti muteteze zambiri za ogwiritsa ntchito ndikukwaniritsa zofunikira zotsatiridwa ndilo vuto lalikulu lomwe dongosolo lachitetezo lamtambo liyenera kuthetsa. Zida zodalirika zokhala ndi mapulogalamu odalirika ndizabwino, koma anthu ambiri atha kuda nkhawa ndi kutayika kwa data kapena kuwululidwa pomwe terminal ikweza deta pamtambo.

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• Yankho

Anviz IntelliSight yankho limatha kuzindikira mitundu ingapo yakutsogolo ya AI yogwiritsira ntchito ndi Qualcomm yaposachedwa ya 11nm, 2T computing power NPU. Pa nthawi yomweyo, komanso amatha kumaliza mofulumira, kothandiza akatswiri deta ntchito chifukwa Anviz's mtambo-based software platform.

Njirayi ndi yotsika mtengo komanso yosavuta, chifukwa sichifuna zipangizo zina zowonjezera. Zida zakuthupi zokha zomwe zikukhudzidwa ndi Anviz makamera anzeru a IP, kujambula ndi kutumiza deta kumtambo. Makanema amasungidwa pa seva yakutali, yomwe imatha kupezeka kudzera pa intaneti.
 

Kusinthasintha kwakukulu

The Anviz njira yowonera makanema - IntelliSight imatengera mtundu wa mapulogalamu ndi zida zolekanitsa, zomwe zimatha kuzindikira kusintha kosinthika kwamitundu yosiyanasiyana ya AI. Anviz ma terminals amayikidwatu ndi ma seti osiyanasiyana a algorithm, ndipo ma algorithm osiyanasiyana amatha kutsegulidwa ngati pakufunika. Imawongolera kwambiri kasamalidwe kabwino komanso nthawi yogwiritsira ntchito makamera a AI ndikuchepetsa mtengo wonse wandalama.
 

Kulondola kokhazikika

Neural network AI algorithm yotengera kuzindikira kwa zithunzi imatha kupititsa patsogolo luso la kuphunzira mozama komanso kulondola kwa algorithm. Anviz Ukadaulo wa AI mu makamera umaphatikiza ukadaulo wozindikira zithunzi. Choyamba chimatsimikizira momwe chithunzicho chikuyendera, kusintha magawo azithunzi kuti akwaniritse bwino kuti athe kuwerengera AI, kenako ndikusanthula AI. Chifukwa chake, mayankho azotsatira za data ya AI nthawi zonse amachitika pansi pa chithunzi chogwirizana, chomwe chimathandizira kwambiri kulondola kwa AI.
 

Kutengerapo kodalirika kwa data

Anviz Njira yodalirika yamtambo ndi yotetezedwa pa cyber yokhala ndi kubisa-kumapeto, pogwiritsa ntchito AES255 ndi HTTPS Encryption algorithm kuteteza chitetezo cha data pomwe Edge terminal imalumikizana ndi mtambo. Kuphatikiza apo, njira yonse yolumikizirana ndi mtambo imachokera pa Anviz-omwe ali ndi Control Protocol, yomwe imapangitsanso kuyendetsa bwino kwa kutumiza kwa data.