Maxaa dhacay
Asiae waxa ay sheegtay in koox cilmi baadhiseed oo UNIST ah ay dhistay SVHighlights, bartilmaameed ka kooban 320 muuqaal oo sideed ciyaarood ah oo wadartoodu tahay 640.18 saacadood. Kooxdu waxay kaloo soo saartay TF-SELECTOR, oo ah nidaamka AI kaas oo isku daraya kala qaybinta goobta, aqoonsiga hadalka, moodooyinka luqadda aragga, iyo moodooyinka luqadda waaweyn si loo aqoonsado waxyaabaha ugu muhiimsan ee fiidiyowyada isboortiga ee dhaadheer.
Asiae waxa ay sheegtay in SVHighlights ay ka kooban tahay 320 fiidyow oo ku saabsan kubbada cagta, baseball, kubbadda kolayga, kubbadda laliska, kubbadda cagta Mareykanka, xeegada barafka, rugby, iyo orodka, oo leh isku darka muddada 640.18 saacadood. Fiidiyowgu celcelis ahaan waa qiyaastii laba saacadood, kaas oo ka soo baxa ku tilmaamay 30 ilaa 60 jeer in ka badan xog-ururinta hore oo u dhow dhererka baahinta ciyaaraha dhabta ah.
Sida laga soo xigtay Asiae, cilmi-baarayaashu waxay adeegsadeen muuqaalo muujinaya muuqaal rasmi ah oo si guud loo heli karo oo ay soo diyaariyeen tafatirayaasha xirfadleyda ah heerka tixraaca. Sababtoo ah goobaha saxda ah ee muuqaaladaas muuqaalada ciyaarta buuxa lama helin, kooxdu waxay dhistay isku toosan oo isbarbardhigaysa xayndaabyada heerka pixel iyadoo sidoo kale adeegsanaysa nidaam taariikhi ah si ay u kala soocaan riwaayadaha asalka ah iyo soo noqnoqoshada baahinta. Wargeysku waxa uu soo tebinayaa 0.18% heerka khaladka ee habka isbarbardhiga tooska ah.
Asiae ayaa sidoo kale sheegaysa in kooxdu ay horumarisay TF-SELECTOR fiidiyowyada isboortiga ee dheer. Marka la eego SVHighlights, nidaamka ayaa lagu soo waramayaa in uu dhaafiyay qaabka ugu xiga 2.50 dhibcood HIT@1, 4.04 dhibcood HIT@K, iyo 2.95 dhibcood dhanka isgoysyada ururka. Tirooyinkan waa sheegashooyinka daraasadda la soo sheegay; ma jiro ku celcelin madax banaan ama natiijooyin tijaabo ah oo lagu bixiyo isha.
Warbixintu waxay sheegtay in daraasadda laga aqbalay ACM KDD Agoosto 9 iyo in xogta iyo koodka laga heli karo bogga mashruuca kooxda cilmi-baarista. Ma bixiso qiimaha, shuruudaha shatiga, xaddidaadaha gelitaanka, ama shuruudaha fulinta. Ma jiro helitaan alaab ganacsi oo la diiwaangeliyay Warbixinta si madax banaan looma xaqiijin halkan.
Faahfaahinta isha: asiae.co.kr ↗
Maxay muhiim u tahay
Isboortiga qaabka-dheer ayaa muujinaya soo saarista way adagtahay in la qiimeeyo sababtoo ah xog-ururinta hadda jira guud ahaan waxay isticmaalaan cajalado gaagaaban waxayna u baahan yihiin sumadeynta gacanta oo ballaaran. Asiae waxay leedahay SVHighlights waxay isticmaashaa muuqaalo warbaahineed oo si xirfadaysan loo tafatiray sida walax tixraaceed iyo hab toosan oo toos ah si loogu xidho waxyaabaha muhiimka u ah kulan buuxa. Haddii xogta iyo koodka la heli karo sida la soo sheegay, cilmi-baarayaashu waxay yeelan karaan saldhig macquul ah oo ku saabsan hababka tijaabinta ee loogu talagalay in lagu socodsiiyo warbaahin dhammaystiran halkii ay ka ahaan lahaayeen qaybo gaagaaban. Warbixintu si madax-banaan uma xaqiijiso ansaxnimada ballaadhan ee bartilmaameedka, heerka shatiga, ama waxqabadka ka baxsan imtixaanada la soo sheegay.
Inta badan jaangooyooyinka-fiidyaha-ciyaaraha waxay ku tiirsan yihiin muuqaallo gaagaaban qayb ahaan sababtoo ah gacanta lagu garto inta u dhexaysa ciyaaraha buuxa waa qaali. Habka la soo sheegay wuxuu yarayn karaa culeeska calaamadeynta wuxuuna ka dhigi karaa qiimeynta mid matalaysa culeyska shaqada ee falanqaynta dhabta ah.
Qiyaasta laga dhisay ciyaaraha dhererka buuxa waxay daaha ka qaadi kartaa dhibaatooyinka laga yaabo in imtixaanada-goob-gaaban ay seegaan, oo ay ku jiraan raadinta fog-fog, ku celiska soo noqnoqda, saxnaanta wakhtiga, iyo baahida loo qabo in lagu darajo tiro yar oo daqiiqado muhiim ah saacadaha sawirada.
Faa'iidooyinka la soo sheegay ee TF-SELECTOR waa kuwo macno leh gudaha qiimeynta daraasadda, laakiin waa inaan loola dhaqmin sidii caddaynta sareynta guud. Waxqabadku wuxuu ku xirnaan karaa cayaaraha la doortay, qaababka baahinta, tixraacyada tixraaca, iyo cabbirrada.
Saamaynta la taaban karo ayaa ah in cilmi-baarayaasha iyo kuwa horumariya-warbaahinta-ciyaaraha ay isticmaali karaan imtixaanno heersare ah si ay u barbar dhigaan nidaamyada iftiiminta ka hor inta aan loo dirin tafatirka, daahfurka, ama raadinta kaydinta. In kheyraadkaasi yahay mid sharci ahaan iyo farsamo ahaan loo isticmaali karo ujeedooyinkaas weli lama garanayo.
Farsamaynta Is-dhexgalka: Sida Dhabta Ay U Shaqeyso
U baadh tignoolajiyada hoose ee ka dambeeya horumarkan si isdhexgal leh.
Which component of an AI application is the machine-learning model itself?
Maxaa la daawan doona xiga
Xogta iyo koodka ayaa lagu soo waramayaa in laga heli karo bogga mashruuca kooxda cilmi-baarista, laakiin Asiae ma qeexdo shatiga, shuruudaha soo dejinta, shuruudaha xisaabinta, ama in dhammaan fiidiyowyada isha dib loo qaybin karo. U fiirso qiimayno madax banaan oo ku saabsan isboorti iyo warfidiyeenno dheeri ah, fiirso in waxyaabaha si xirfadaysan loo xushay ay soo bandhigaan eexda tifaftirka, iyo caddaynta in TF-SELECTOR ay hagaajinayso socodka shaqo ee la taaban karo ee ka baxsan cabbirada cabbirka la soo sheegay.
Xaqiiji in SVHighlights si buuxda loo soo dejin karo, shatiga maamula fiidiyowyada iyo sharraxaadaha, iyo haddii bogga mashruuca uu bixiyo tilmaamo la soo saari karo iyo koodka qiimaynta.
Cilmi-baarayaasha madaxa-bannaan waa inay tijaabiyaan cabbirka guud ahaan horyaallada, luqadaha, qaababka wax-soo-saarka, iyo cayaaraha aan matalin ama aan ka muuqan ururinta la soo sheegay.
Isticmaalka waxyaabaha muhiimka ah ee ay doorteen baahinta waxa laga yaabaa inay dejiyaan xukunnada tifaftirka halkii ay ka ahaan lahaayeen qeexitaan ujeedo leh oo muhiim ah. Faahfaahin dheeraad ah ama qiimaynta ku-salaysan adeegsadaha ayaa caddayn kara xaddidaaddaas.
Asiae kama warbixiso qiimaha, helitaanka adeega, isdhexgalka isticmaalaha, API, ama xirmada geynta ee TF-SELECTOR. Helitaanka la taaban karo ee ka baxsan goobta cilmi-baarista sidaas darteed lama garanayo.