GAN-yada shuruudaysan
GAN-yada shuruudaysan (cGANs) waxay fidiyaan GAN-yada caadiga ah iyagoo quudinaya macluumaad dheeraad ah, sida summada fasalka ama qoraalka, labadaba koronto-dhaliye iyo
Dulmar
This lets you control what the network produces instead of getting random outputs.
quusid qoto dheer
GAN-ga caadiga ah waxa uu qaylada random-ka u beddelaa muuqaal laakiin kuma siinayo natiijada. GAN-yada shardiga ah, oo ay soo jeediyeen Mirza iyo Osindero sanadka 2014, ayaa tan ku hagaajiya jiilka qaboojinta ee sumadda y. Labada shabakadoodba waxay helayaan y: koronto-dhaliye wuxuu isku daraa qaylada iyo summada si ay u soo saaraan sawir is-waafaqaya, halka takooruhu uu qiimeeyo in sawirku yahay mid dhab ah oo la socda calaamaddiisa. Ku tababar MNIST oo wata calaamado lambar ah oo waxaad si gaar ah u weydiin kartaa '7'. Calaamadaha qaboojiyaha waxay noqon kartaa halbeeg-kulul-kulul, wax-ku-xidhid, hab-sifo, ama xataa sawir kale. Fikradan jiilka isteerinka ah ayaa ah aasaaska ka dhigaya qoraal-u-sawir iyo nidaamyada-sawir-ka-muuqaal ee suurtogalka ah.
Aragtida Farsamada
Gelitaanka qaboojiyaha ayaa caadi ahaan ku xidhan sanqadha koronto dhaliyaha iyo sifada gelinta takooraha, in kasta oo nashqado aad u horumarsan ay ku duraan iyada oo loo marayo habayn shuruudaysan oo shuruudaysan ama lakabka saadaalinta ah ee ka qaada alaabta gudaha ee dhexda u dhexaysa gundhigga summada iyo astaamaha sawirka. Furaha ayaa ah in takooruhu uu ciqaabo lammaanaha is-khilaafsan, sawirka u muuqda mid dhab ah balse aan ku habboonayn calaamaddiisa, taas oo ku khasabta koronto-dhaliye inuu sharfo shardigaas iska indhatiro.
Saamaynta Istiraatijiyadeed
Xawaaraha iyo miisaanka
Visual AI wuxuu si otomaatig ah u samayn karaa baadhista, ogaanshaha, iyo sumadaynta hawlaha miisaanka.
Xulashada dhismayaasha
Kooxaha hal-abuurka leh waxay hindise karaan fikradaha si dhakhso leh iyagoo leh dib-u-eegis buugeed yar.
Kooxda iyo socodka shaqada
Hawlgalladu waxay isticmaali karaan calaamadaha muuqaalka iyo muuqaalka kuwaas oo markii hore adkeyd in la farsameeyo.
Mustaqbalka GAN-yada Shuruudaha ah
Jiilka shuruuda leh hadda waa rajada caadiga ah: isticmaalayaashu waxay rabaan inay sheegaan waxay helayaan. Fikradda summada-qaboojinta ayaa lagu soo koobay qaboojinta qoraalka qani ah iyada oo loo marayo feejignaan isdhaafsan ee moodooyinka fidinta sida Stable Diffusion iyo qaboojinta qaabka ControlNet-ka iyadoo la isticmaalayo geeso, qoto dheer, ama joog. Nidaamyada mustaqbalka waxay aqbali doonaan xaaladaha dabacsan iyo qaababka badan, isku dhafka qoraalka, sawir-gacmeedka, maqalka, iyo caqabadaha 3D, iyada oo la hagaajinayo sida daacadnimada ah ee wax soo saarka loo ixtiraamo qayb kasta oo ka mid ah tilmaamaha.
Dhaqangelinta Adduunka-dhabta ah
Soo saarista tiro gaar ah oo far gacanta ku qoran ama fasalka shayga ee baahida halkii ay ahayd mid random ah
Isku dhejinta wejiyada sifooyin la doortay sida da'da, timaha, muraayadaha, ama muujinta
Ku-xoojinta dhuumaha hore ee qoraalka-u-sawirku halkaas oo qoraal-ku-xiran shuruudo ku ah sawirka la soo saaray
Abuuritaanka xogta synthetic ee isku dheelitiran ee fasalka si loo kordhiyo qaybaha aan la matali karin ee tababarka
Khatarta & Dariiqyada Ilaalada
Xuquuqda sawirka iyo ogolaanshaha waxay noqon kartaa khataro sharci ah haddii caddayntu aanay caddayn.
Waxqabadka moodeelku wuu ku kala duwanaan karaa iftiinka, tirakoobka, iyo deegaanka.
Wanaagga beenta ah waxa laga yaabaa inaan la dareemin ilaa xadka kalsoonida aan la kormeerin.
Qorshe Hawleedka Dhaqangelinta
Qeex shuruudaha aqbalida ee saxnaanta, dib u celinta, iyo kharashyada khaladka.
Ku tijaabi xogta ku habboon xaaladaha wax soo saarka dhabta ah.
Ku dar dib u eegis bini'aadamka si aad u hesho kalsoonida hoose ama saameeynta sare.
Lasoco moodeel dhaqaaqa oo dib u cusboonaysii kamarada ama xogta kaydinta ka dib.
Sii wad Sahaminta
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Hagaha xiga
Kobaca Horumarka leh ee GAN-yada
Su'aalaha soo noqnoqda
What is Conditional GANs?
GAN-yada shuruudaysan (cGANs) waxay fidiyaan GAN-yada caadiga ah iyagoo quudinaya macluumaad dheeraad ah, sida summada fasalka ama qoraalka, labadaba koronto-dhaliye iyo Tani waxay kuu ogolaanaysaa inaad xakamayso waxa ay shabakadu soo saarto halkii aad ka heli lahayd wax soo saar random.
Waa maxay faraqa ugu weyn ee u dhexeeya GAN shuruudaysan iyo GAN caadiga ah?
GAN-yada shardiga ah waxay ku daraan calaamada qaboojinta (sida calaamadda) labadaba koronto-dhaliye iyo soo-saare si aad u qeexdo waxa la sameeyay.
CGAN lagu tabobaray nambaro calaamadeysan, maxaad sameyn kartaa oo uusan GAN caadi ah awoodin?
Sababtoo ah jiilku wuxuu ku xiran yahay calaamadda, waxaad waydiisan kartaa koronto-dhaliye fasal gaar ah halkii aad ka heli lahayd wax soo saar random ah.
Maxay tahay in cGAN-ta takoorku hubiyo, ka baxsan in sawirku run u ekaado?
Takooruhu waxa uu ciqaabaa muuqaallada dhabta ah ee aan ku habboonayn xaaladdooda, isaga oo ku qasbaya koronto-dhaliye in uu ixtiraamo calaamadda.
Waa kuwee dariiqa caadiga ah ee lagu siiyo calaamada qaboojinta koronto-dhaliye?
Hab fudud oo caadi ah ayaa isku xidha summada (badanaa hal-kulul ama wax-ku-xidh) hufnaanta qaylada dhaliyaha.
GAN-yada shardiga ah ayaa gundhig u ahaa awoodda dambe?
Jiilka hagitaan ee xaaladdu waa waxa ay ku tiirsan yihiin qoraalka-u-sawir-ka-sawir-ka-sawirku.