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I-Zoneke i-Off-the-Shelf Datasets

Ukuphucula iimodeli zakho ze-AI ngokuLula

Iiseti zeDatha ze-Off-the-Shelf zika-Zonekee zibonelela ngesisombululo esisebenzayo nesisebenzayo sokunyusa ukuchaneka kunye nokusebenza kweemodeli zakho ze-AI.Iiseti zethu zedatha ezigcinwe ngobuchule ziqokelelwe kwangaphambili, zicocwe, kwaye zibhalwe, zishenxisa isidingo sokutya ixesha kunye nokuqokelela kwedatha okunzulu kunye neenkqubo zenkcazo.
Uluhlu olubanzi lwe-Zonekee lweiseti yedatha engaphandle kweshelufu ibonelela ngemisebenzi eyahluka-hlukeneyo, kuquka ukuhlelwa kwemifanekiso, ukubhaqwa kwezinto, ukusetyenzwa kolwimi lwendalo, kunye nokuqondwa kwentetho.Ngokusebenzisa ezi datha, ungaqeqesha ngaphandle komthungo imodeli yakho ye-AI ukuba igqwese kwiindawo ezahlukeneyo, ivumela uphuhliso lweemveliso ezintsha kunye neenkonzo, ukuphuculwa kweminikelo esele ikho, kunye nokufumana umda wokukhuphisana.
I-Zonekee inengqokelela ebanzi yee-Off-the-Shelf Datasets eziquka uluhlu olubanzi lwemimandla.Ezi seti zedatha ziquka iiseti zedatha zoKuqatshelwa kweNtetho, iiseti zedatha yeNtetho yoQoqosho (i-TTS), iiseti zedatha ye-NLP, i-Parallel corpora, kunye neeseti zedatha yoMfanekiso neVidiyo.Nokuba usebenza kwiinkqubo zokuqondwa kwentetho, uphuhlisa ialgorithms yokusetyenzwa kolwimi lwendalo, okanye uphonononga kwihlabathi lohlalutyo lwemifanekiso kunye nevidiyo, izibonelelo zethu ezahlukeneyo zedatha zikunika isiseko esiyimfuneko sokuqhuba ukusungula izinto ezintsha kunye nokuzuza iziphumo ezimangalisayo.

Zoneke Iinkonzo zeeSeti zeDatha ezingeyokwishelufu

Zingene kulwazi lwethu lwentetho olukumgangatho wehlabathi, uzingca ngethala leencwadi elibanzi leeyure ezingama-100,000 zedatha ye-OTS erekhodishwe ngobunono.Uluhlu lwethu lwedatha olusuka kuMzantsi-mpuma we-Asia, iYurophu, uMbindi Mpuma, uMntla Merika, kunye neLatin America iqinisekisa ukuguquguquka okukhethekileyo kunye nokubanzi.Ukugubungela uluhlu olubanzi lwezixhobo, iimeko, iifomathi, kunye neelwimi, ezi datha zixhobisa imifuziselo yakho ye-AI ngezakhono zokuqaphela intetho ezingenakulinganiswa.Iseti yedatha yeNtetho iquka iseti yedatha yeziko lokufowuna, iseti yedatha yentlanganiso, iseti yedatha yencoko, iseti yedatha yentetho jikelele, njalo njalo, ukurekhodwa ngeSelfowuni, iFowuni, iDesktop, i-In-car kunye nabanye.

U-Zonekee unengqokelela ebanzi yeeSeti zeDatha ze-Speech Synthesis OTS ezikumgangatho ophezulu, zizonke iiyure ezingaphezu kwama-2,000.Ezi seti zedatha ziquka uluhlu olubanzi lweemvakalelo ezifana nezendalo, ukonwaba, usizi, uloyiko, ukumangala, umsindo, ukuthandabuza, nokunye.Bakwabandakanya iindlela ezahlukeneyo ezifana nosasazo lobuchwephesha, ukucula, udliwano-ndlebe, amagqabantshintshi, iintetho, kunye nezinye.Iiseti zedatha zibonelela ngeemeko ezahlukeneyo zezicelo ezibandakanya abantu bokwenene, iikhabhathi zeemoto ezikrelekrele, inkonzo yabathengi abakrelekrele, nokunye.Sixhasa iilwimi ezingama-80, eziquka isiTshayina, iilwimi zezizwana, iilwimi zezizwe, isiNgesi, isiJapan, isiFrentshi, isiJamani, iNtshona, isiKorea, isiThai, isiVietnam, isiPhuthukezi nezinye ezininzi.

Yiba namava okuba nako okungenakuthelekiswa nanto kweeseti zedatha zombono wekhompyuter, ebonisa amangenelo amangalisayo angama-30,000,000 athatha amashishini amaninzi.Ukusuka ekuqhubeni ngokuzenzekelayo kunye neteknoloji yasekhaya ehlakaniphile ukuya kwezemali, ukhuseleko, kunye ne-hardware ehlakaniphile, ezi datha zibonelela ngesiseko esibalulekileyo soqeqesho lweemodeli ze-AI ukuze zigqwese ekuqapheliseni into, ukuqonda indawo, kunye nokuqondwa kobuso.

Ngena kwingqokelela yethu ebanzi yeebhiliyoni ezi-3 zedatha yeelwimi zendalo, uvimba wendyebo oquka izixhobo ezahlukeneyo.Ukusuka kumatshini oguqulelwe ngokunxuseneyo izibini zesivakalisi kunye nolawulo lwetekisi yolawulo lwesithuthi ukuya kwicorpus yolawulo lwasekhaya, icorpus text corpus, idata slang Internet, news text corpus, kunye necorpus yencwadi yabantwana, uvimba wethu obanzi uxhobisa iinkqubo zakho zeNLP ukuze ubambe iinuances ezintsonkothileyo zolwimi. , ebangela ukuba kuqondwe izinto ezichanileyo nezimbi.

Kutheni Khetha isethi yedatha engekho-kwishelufu?

UkuPhuculwa koMfanekiso oKhawulezileyo

Iiseti yedatha ye-Off-the-shelf ka-Zonekee ibonelela ngendlela ekhawulezayo nesebenzayo yokuphucula ukuchaneka nokusebenza kweemodeli zakho ze-AI.Ngokusebenzisa ezi datha zifumaneka ngokulula ezikumgangatho ophezulu, unokonga ixesha kunye nezixhobo.Amava ophuculo olukhawulezayo nolungenamthungo ekuchanekeni nasekusebenzeni kweemodeli zakho ze-AI ngeeSeti zeDatha ezingaphandle kweShelf.Ezi seti zedatha zifumaneka ngokulula zibonelela ngendlela eyiyo yenkqubela phambili ekhawulezileyo, ekwenza ukwazi ukufikelela kwiziphumo ezimangalisayo ngaphandle komzamo.

Ukhetho Olubanzi

Phonononga uluhlu olwahlukeneyo lweeseti zedatha ezingaphandle kweshelufu ezilungiselelwe imisebenzi eyahlukeneyo kunye nemimandla.Nokuba ufuna ukuhlelwa komfanekiso, ubhaqo lwento, ukusetyenzwa kolwimi lwendalo, okanye iiseti zokuqondwa kwentetho, ungafumana ezona zilungele iimfuno zakho ezithile.

UFaneka loQeqesho olongezelelweyo

Uninzi lweseti yedatha ye-OTS ka-Zonekee iqokelelwe kwangaphambili, yacocwa, kwaye ibhalwe iiseti zedatha, ungakhawulezisa inkqubo yoqeqesho lwemifuziselo yakho ye-AI.Ezi datha zibonelela ngesiseko esiluqilima semifuziselo onokufunda kuyo, okukhokelela kuphuculo lobuchule kunye nokuncipha kwexesha lophuhliso.

Ukuphuculwa koMsebenzi

Ngokusebenzisa iiseti zedatha ezikumgangatho ophezulu ngaphandle kweshelufa, unokuphucula ukusebenza kunye nokomelela kweemodeli zakho ze-AI.Iiseti zedatha zikaZonekee zicutshungulwe ngononophelo ukumela iimeko zehlabathi lokwenyani, ukuqinisekisa ukuba imifuziselo yakho ixhotyiswe kakuhle ukuze iphathe idatha eyahlukahlukeneyo kwaye ivelise iziphumo ezichanekileyo.

Ithuba elihle lokhuphiswano

Ukubandakanya i-Zonekee's off-the-shelf datasets kumbhobho wophuhliso we-AI kunokukunika ukhuphiswano.Ngokusebenzisa iiseti zedatha ezibanzi nezithembekileyo, ungaphuhlisa iimveliso kunye neenkonzo ezintsha, uphucule iminikelo esele ikhona, kwaye uhlale uphambili kwinkangeleko ye-AI eguquka ngokukhawuleza.

Ukunciphisa i-Bias kunye noMngcipheko

Iiseti yedatha ye-Off-the-shelf ka-Zonekee inceda ukunciphisa umkhethe kunye nomngcipheko kwiimodeli ze-AI.Iiseti zedatha zika-Zonekee zihlala ziyilelwe ukuba zahluke, zilungelelane, zicuthe ukubakho kweziphumo ezicalulwayo kunye nokukhuthaza ubulungisa.

Ukuba bhetyebhetye kunye ne-Scalability

Iiseti yedatha ye-Off-the-shelf ka-Zonekee ibonelela ngokuguquguquka kunye nokukhawuleza ukulungiselela iimfuno zakho ezikhulayo.Unokwandisa ngokulula ubungakanani bedatha yakho okanye wongeze imithombo emitsha yedatha njengoko imodeli yakho ye-AI iguquka, ivumela ukuphuculwa okuqhubekayo kunye nokulungelelaniswa.

Iindleko-Ukusebenza

Ukusebenzisa iiseti zedatha ezingaphandle kweshelufu kuphelisa imfuneko yemizamo ebanzi yokuqokelela idatha, ukongela ixesha kunye neendleko ezinxulumene nokuqokelelwa kwedatha, ukucocwa, kunye nenkcazo.Ibonelela ngesisombululo esineendleko eziphezulu zoqeqesho lwemodeli ye-AI eyomeleleyo.

Usetyenziso olukhethekileyo lweeseti zedatha ze-OTS

  • Ulawulo lwerobhothi yabathengi

    Iiseti yedatha ye-Zonekee OTS ingasetyenziselwa ukuqeqesha imifuziselo ye-AI elawula iirobhothi zabathengi, ezifana nezicoci zokucoca, oomatshini bokucheba ingca, kunye neemoto eziziqhubayo.

  • Iimoto

    Iiseti yedatha ye-Zonekee OTS inokusetyenziselwa ukuqeqesha imifuziselo ye-AI ebonisa amandla ezimotweni, njengesilumkiso sokuhamba kwindlela, ukujonga indawo engaboniyo, kunye nolawulo lokuhamba ngenqanawa.

  • Urhwebo ngelizwi kunye nenkonzo yabathengi

    Iiseti zedatha ze-Zonekee OTS zingasetyenziselwa ukuqeqesha imifuziselo ye-AI enika amandla urhwebo olusebenza ngelizwi kunye neenkonzo zenkonzo yabathengi.

  • Ulawulo lwekhaya oluhlakaniphile

    Iiseti yedatha ye-Zonekee OTS inokusetyenziselwa ukuqeqesha imifuziselo ye-AI elawula izixhobo zasekhaya ezikrelekrele, ezifana nezibane, i-thermostats, kunye neenkqubo zokhuseleko.

  • Ukhathalelo lwempilo

    Iiseti zedatha ze-Zonekee OTS zinokusetyenziselwa ukuqeqesha imifuziselo ye-AI enika amandla izicelo zokhathalelo lwempilo, ezifana noxilongo lwezonyango kunye nokujongwa kwesigulana.

  • I-smartphone / iwotshi / izixhobo ezinokunxitywa

    Iiseti yedatha ye-Zonekee OTS inokusetyenziselwa ukuqeqesha imifuziselo ye-AI ebonisa amandla kwii-smartphones, iiwotshi, kunye nezinye izixhobo ezinokunxitywa.

Phonononga uluhlu lwethu olubanzi lweeseti zedatha ezingaphandle kweshelufa, ezilungiselelwe ukuhlangabezana neemfuno zakho zemodeli ye-AI.Phucula iimodeli zakho ze-AI ngokulula, ukusebenza kakuhle, kunye nokuchaneka.

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