Ubuchule beNdawo obuxhumanisayo (Geo-Contextual Intelligence): Ukusebenzisa iimpawu zemvelo ukufumana indawo ngqo
Njengomphenyi wangasese onamava, ndiyazi ukuba sihlala sifikelela kwiingxaki xa imifanekiso ifika ingedatha (metadata). Isikrini sendawo singathi libhokisi emnyama yedijithali. Yiyo le nto i-geo-contextual intelligence ibangelayo. Le ndlela ibeka indawo ezemvelo kunye nendawo eyakhiweyo njengocasisi weempawu zendawo — ukwakheka komhlaba, izityalo zasendaweni, izixhobo zomgaqo-nkqubo kunye nenkcazelo yokwakha — zonke zinika iingcebiso zokukunika indawo apho ifoto yafathwa khona. Ukuhambisana ne-AI, ezi mpawu zemvelo ziba zixhobo zethu zokunciphisa indawo yokukhangela ngexesha eliziimfanelekileyo nangokufanelekileyo.
Kule nqaku ndiza kuchaza izinto ezisisiseko zobuchule be-geo-contextual intelligence, ndichaze ukuba i-AI yanamva inokuba njani ibone kwaye itolike ezi zibonakaliso, kwaye ndibonise indlela ezigqirha abanolwazi abaza ukuyikhupha loo ngqondo kwimihla yokusebenza ukuze izigqibo zifumaneke ngokukhawuleza.
Iingxelo eziManyeneyo zeempawu zemvelo
Umhlaba ngamnye uxela ibali. Ngokufunda ukuthetha la mazwi, unokuguqula nayiphi na imifanekiso ibe yinto ekhoyo ngesicwangciso sophando lwakho. Nantsi imiqathiso esemqoka yokujonga:
- Ukwakhiwa komhlaba: umbala, umgubo/ubuncinci bokwakha kunye nomgangatho womhlaba unokubonisa iindawo ezinodaka olunomahluko, iindawo zelinani elithile okanye iindawo zevolkano. Ukulandelela amaphelo womhlaba kusinceda ukususa iindawo ezininzi zendawo ngokukhawuleza.
- Izityalo zasendaweni nezidalwa: izityalo nezilwanyana zihlala zixela indawo ethile. Umzekelo, iSpanish moss ezikhokelayo kwiindidi zenkampani zendlela zibonisa iindawo eMzantsi-ntshonalanga yase-US, ngelixa iintlobo ze-Alpine zibonisa indawo ephezulu. iimodeli ze-AI ezifundiswe kwiindidi ze-botanical zinokongeza izityalo kwaye zincipise indawo.
- Izakhiwo kunye nezitayile: imilo yezakhiwo, izinto zokwakha kunye noyakhelo lweewindows zixhumene ngaphandle kweendawo. izindlu ezineetile zinemibala emnyama zeetile yindawo yaseMediterreanean, ngelixa iikhaya ze Chalet zibonakalayo kwiindawo ze-Alps. Ukuqonda ezi ndlela zokwakha kunokunceda ukunciphisa indawo yokukhangela.
- Izixhobo zomgwaqo kunye neempawu zokulawula: iindongwane zomhlaba, iimanita, izitulo zenyanga kunye neenkomba zomgwaqo zineendlela ezahlukeneyo zendawo ezihlukeneyo. Uhlobo lwesihlalo esikhethekileyo okanye uhlobo lwe traffic bollard lungaba yinxalenye ethe xhaxhanisayo kumazwe ezixeko okanye kumasipala.
- Umhlaba kunye noRowo lomhlaba: iihill, iintsholongwane zeentaba, imilambo kunye neenkonkca zokumila zisivumela ukumielisa indawo ngendawo. Iimodeli ze-AI ezikhokelwa zexesha zingafudumezisa indawo kwidatha yomhlaba emhlabeni jikelele.
Ngokuqokelela ezi ndidi, wakha i-geo-signature eninzi. Umgangatho ngamnye uvaliwe kwindawo engafanelekanga kwaye ugxila kwiindawo ezinokwenzeka ngaphambili kunokuba ukhokho i-grid yommandla wokuqhuba.
Uhlobo AI luyichaza njani iingcebiso zemvelo
Ii-platform zokuhla i-geo- indawo ezifana neGeoClue zisebenzisa ukufumanisa imifanekiso kunye nomfundi wokuqonda ukuze lichaze imifanekiso kwinqanaba elincinci. Nantsi inkqubo eyintloko:
- Ukuqinisekisa umfanekiso kunye nokufumanisa iinkcukacha - iipipelines ze-AI ziqala ngokuphucula umgangatho wemifanekiso, ukulungelelanisa iibhantshi zemibala kunye nokuchonga iimpawu ezahlukeneyo. Oku kubandakanya iimilo zamatye, amaphepha omgwaqo okanye iimpawu zendawo.
- Ukuqonda ngokugqibeleleyo ngeemodeli eziqeqeshisiweyo - ii-convolutional neural networks eziqeqeshisiweyo kwimizobo elikhulu zifumanisa kwaye zibhala izinto zemvelo. Izityalo ziyahambelana neerekhodi zokulima, kwaye iinkcukacha zokwakha zixhaswa kumaxwebhu ezilwimi zendawo.
- Ukuvavanywa kwidatha yeendawo - Xa iimpawu zibonisiwe, inkqubo iqhathanisa nabo kwizikhombisi zehlabathi. Imapwazo zomhlaba, iilayers zonyusayo kunye neerekhodi zenkonzo zixhasa ukunciphisa indawo ezingenamsebenzi.
- Ukuchonga amanqaku okuphepha kunye nokubekwa kwimephu yokushisa - i-AI ikhiqiza amanqaku okuzithethelela indawo nganye kwaye ibonisa iziphumo kwimephu yokushisa. amaqela anesisindo esiphezulu abonisa iindawo ezinokuqikelelwa ukuba ifoto yafathwa khona.
Lo msebenzi ozenzekelayo uguqula iimvaviyo ezahlukeneyo zibe ngamaxesha amaxesha amancinci okuzifaka kwifom yomhlaba. Inkqubo iyakhulisa ukuchaneka kuyo yonke into njengoko imifanekiso engaphezulu kunye nedatha yomhlaba efakiwe kwimbono yokufunda.
Izicelo kupheno
Akukho zinto ezifanayo, kodwa amandla e-geo-contextual intelligence anika iindlela ezininzi zophando. Nantsi ezinye:
- UkuQinisekisa ii-alibis: xa iklayenti lithetha ukuba bekukho kwindawo ethile ngexesha elithile, uhlalutyo lwegeo-contextual lwefoto lunika ukuqinisekisa okanye ukungahambisani naloo ntetho.
- Ukulandelela ukuhamba kwabantu: iiimifanekiso zentetho ezilandelayo zomhleli zibonisa indlela yokuhamba. Ukuhambisa izimpawu zemvelo kumaxesha kwaye idatha yeendawo kunika indlela yokuphinda iindlela nangaphandle kwixesha elineGPS.
- Ukufumana iindawo zemizila engasekhoyo: iifoto zendawo ezikude zihlala zingafakwa idatha. Imodeli ye-AI egxile kwizimpawu zemvelo inokuchaza iindawo ezinokwenzeka, zineziphumo zokuqala zenkxaso.
- Ukunika inkxaso kupheno lwe-inshurensi (OSINT): amajongi kunye noyilo wesaziso abhalwe kwintetho yokuhlasela banokunqanda indawo ngokulandela iindawo zeendaba kwimithombo yoluntu, zixhasa iingxelo zabo ngembalelwana enyanzelelekileyo.
Ngokudibanisa ezi mpawu, ugqiba izicelo kupheno.
Iinzuzo zeGeo-Contextual Intelligence
Ukwazisa geo-contextual intelligence kufaka ngaphakathi izakhono eziqinisa imisebenzi yakho kwaye zifake iziphumo ngokukhawuleza.
- Ukuvelisa amaqhinga afunekayo kwishesha: I-AI yokukhangela indawo ichachaza iindawo ezininzi ngenqanaba elingxamisayo.
- Ulawulo lwezixhobo: Ngokugxila kwiindawo eziphambili, unciphisa ixesha kunye neendleko zophando lwangaphandle.
- Ukunyanga okunye: Ukuhambisa amanqaku amaninzi okuhambelana nemvelo akha icala elithembeke ngakumbi.
- Ukuqhubeka sokuqhubeka: Njengoko imifanekiso enikwe iimpawu iqhubeka, i-AI ifunda ukuphucula ukuchonga izimpawu ezincinci kunye nemeko ezixhathisayo.
Umgca wokugqibela kunye neNkokhelo
Geo-contextual intelligence yenza ukuba ipro ადამიანები kunye nabaphandi be OSINT bafumane amathuba amaninzi. Ngokuxhasa iimpawu zemvelo njengomfanekiso weendawo kwaye ngokudibanisa olu lwazi kunye ne-AI, siyakwazi ukuguqula imifanekiso engathathi gca ibe ngama-leads anokuthi axhase upheno.
Ukuba unomdla wokuphucula izakhono zakho kupheno, zama GeoClue. Yenza isikhokelo sayo sean amaphupha ayo ukuze uphande i kabini yendawo. Qala ukukhangela GeoClue namhlanje kwaye ubone indlela yokuguqula idatha ebonakalayo ibe yindawo echazwa.
Thatha inyathelo lokuqala kupheno lwakho. Nceda utyele geoclue.lux.re kwaye ubhalise ukuze ufumane indibaniselwano yokuvavanywa.