Soo Celinta Wajiga GFPGAN
GFPGAN waa nooc gaar ah oo soo celisa tayada hoose, blur, ama sawiro weji hore oo fiiqan, sawiro macquul ah.
Dulmar
It matters because faces are where people notice flaws most, and generic restorers often leave them smudged or uncanny.
quusid qoto dheer
GFPGAN (Generative Facial Preor GAN), oo uu sii daayay Tencent ARC Lab sanadka 2021, ayaa dib u soo celisa wejiyada hoos u dhacay hal baas oo hore ah. Xeeladdeeda udub dhexaad u ah waxay ka amaahanaysaa 'wejiga hore ee curinta' StyleGAN2 oo horay loo tababbaray, shabakad horayba u garanaysay sida ay u egyihiin wejiyada dhabta ah. Wajiga hoos u dhacay waxa lagu dhejiyay booska daahsoon ee StyleGAN2, iyo taajiriinta, tirakoobka wejiga la bartay waxay hagayaan dib u dhiska si indhaha, maqaarka, iyo ilkuhu ay u muuqdaan kuwo dabiici ah. Si loo ilaaliyo aqoonsiga loogana fogaado dhalanteedka qof kale, GFPGAN waxay isticmaashaa Channel-Split Spatial Feature Transform (CS-SFT) lakabyo isku dhafan kuwii hore iyo sifada sawirka dhabta ah ee wax gelinta, isku dheelitirka xaqiiqada ka dhanka ah daacadnimada. Waxa si weyn loogu xidhxidhay kor-u-qaadka asalka ah ee Real-ESRGAN ee agabka sida soo-celinta sawirrada khadka tooska ah.
Aragtida Farsamada
StyleGAN2 ee hore loo tababaray waxa uu u shaqeeyaa sidii cod-deeye go'an oo ay ka buuxaan aqoonta wajiga. GFPGAN's encoder-ka ayaa khariidado soo galiyay hoos u dhac ku yimid miisaanyo badan oo qarsoon, ka dib qaabaynta CS-SFT waxay duraysaa sifooyin goobeed gaar ah oo go'aan kasta si wax-soo-saarku u ahaado mid daacad u ah qofka dhabta ah halkii uu ka ahaan lahaa celceliska wejiga guud. Tababarku wuxuu isku daraa khasaare dib-u-dhis ah, khasaare iska soo horjeeda, iyo aqoonsiga/luminta aragtida, waxayna si muhiim ah u baahan tahay oo keliya tixraacyo tayo sare leh oo hore, oo aan la lammaanin.
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 Soo Celinta Wajiga GFPGAN
Soo celinta wejigu waxay u wareegaysaa horudhacyada fidinta iyo naqshadaha beddelka ee wax ka qabta xaalufka ba'an iyo xaaladaha daran ee ka wanaagsan kuwii hore ee GAN. Nidaamyada mustaqbalka waxay isku xiri doonaan aqoonsiga-quful, tafaasiisha la xakameyn karo, iyo joogteynta fiidyowga si ay wejiyada dib loo soo celiyay u xasilaan dhamaan qeybaha Ilaalada anshaxa sidoo kale waa muhiim: sababtoo ah qalabkani waxay abuuraan tafaasiil macquul ah, waxay filayaan summadaha caddaynta, calaamadaynta biyaha, iyo muujinta cad in wejiga la soo celiyay uu yahay dib-u-dhis, maaha sawir run ah.
Dhaqangelinta Adduunka-dhabta ah
Soo celinta sawiradii hore ee qoyska ee la xoqay oo sawiro cad ah
Aafaynta sawirada astaanta guud ama sawiro aqoonsi oo la sawiray
Nadiifinta wejiyada ku jira meelaha fiidyowga ah ee la isku cufiyey ama qaraarka hooseeya
Kor u qaadida sawirada AI-abuuray ama kor loo qaaday ee ay wajiyadu ka soo baxeen
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
Soo Celinta Waxqabadka ee Real-ESRGAN
Su'aalaha soo noqnoqda
What is GFPGAN Face Restoration?
GFPGAN waa nooc gaar ah oo soo celisa tayada hoose, blur, ama sawiro weji hore oo fiiqan, sawiro macquul ah. Waa muhiim sababtoo ah wajiyadu waa meesha ay dadku ku arkaan cilladaha ugu badan, iyo dib-u-soo-celinta guud inta badan waxay ka tagaan iyaga oo la qariyay ama aan qarsoodi ahayn.
Qaabkee horay loo sii tababaray ayaa bixiya GFPGAN 'wejiga hore ee curinta'?
GFPGAN waxay dib u isticmaashaa StyleGAN2 horay loo tababaray oo ah codeeye go'an oo horeyba u qeexaya waxa wajiyada dhabta ah ay u egyihiin.
Waa maxay ujeedada ugu weyn ee lakabyada CS-SFT ee GFPGAN?
Lakabyada Beddelka Qaabka Baaxadda ee Channel-Split waxay duraan sifooyin gaar ah gelinta si wejiga la soo celiyay uu ugu sii ahaado aamin qofka dhabta ah, ma aha weji guud.
Immisa baas hore ayuu GFPGAN u baahan yahay si uu u soo celiyo wejiga?
GFPGAN waxaa loogu talagalay dib u soo celinta hal-baas oo hufan halkii ay ka ahaan lahayd hagaajin tartiib tartiib ah.
Qaabkee saaxiibka inta badan lagu lammaaniyo GFPGAN si loo maareeyo asalka?
GFPGAN waxay soo celisaa wejiyada halka Real-ESRGAN ay kor u qaadayso oo ay ku nadiifiso asalka ku xeeran agabyo badan oo la isku xidhay.
Inta lagu jiro tababarka, muxuu GFPGAN U baahnayn?
GFPGAN waxa ay ka faa'iidaysataa waji hore oo guud, sidaa awgeed uma baahna tixraacyo tayo sare leh oo isku mid ah oo qof walba dib loo soo celinayo.