Soo kabashada Wajigii Hore ee Adag
CodeFormer waa qaab dib u soo celin ah oo loo dhisay si uu u xakameeyo xaalufka ba'an, ka soo kabashada wejiyada la aqoonsan karo ee aadka u burburay, yar yar, ama qallafsan.
Dulmar
It matters because it lets users dial the trade-off between staying faithful to the original and producing a clean, high-quality result.
quusid qoto dheer
CodeFormer (NeurIPS 2022) dib u qaabayntu waxay wajihi doontaa dib u soo celin sidii saadaasha kood gaar ah halkii ay ka ahaan lahayd dib u soo noqoshada pixel-ka ee joogtada ah. Waxay marka hore tabobaraysaa buug-qoyseedka qaabka VQGAN: qaamuus yar, oo la bartay ee wejiga 'blocks building' oo soo jiidaya tafaasiisha wajiga oo tayo sare leh. Marka la eego wejiga hoos u dhacay, Transformer-ku waxa uu saadaaliyaa buuga koodka ee sida ugu wanaagsan dib u dhis loogu sameeyo, isaga oo ula dhaqmaya soo celinta sida ka soo qaadashada calaamadaha saxda ah ee erayada qaybaha wejiga. Sababtoo ah buugu codee wuxuu ku nool yahay meel kooban oo kooban, moodeelku aad buu uga adag yahay qaylada daran iyo blur marka loo eego hababka si toos ah u sawira pixels. Qaabka beddelka sifo la kontarooli karo ayaa u oggolaanaya isticmaaleyaasha inay simbiriirixan hal miisaan (badanaa loo yaqaan daacadnimada) si ay u door bidaan fiiqan, wax soo saar waaqici ah ama aaminnimo xooggan xagga wax-gelinta dhaawacan.
Aragtida Farsamada
Buugga koodka gaarka ah wuxuu u dhaqmaa sidii hore xooggan oo leh 'ereyo' xaddidan, marka xitaa marka gelinta si xun loo kharribmay Transformer-ku wuxuu weli u xajin karaa saadaasha si sax ah, lambarro waji oo tayo sare leh. Qaabayntan caalamiga ah ee fiiro gaar ahaaneed waxay yaraynaysaa ku-tiirsanaanta calaamadaha pixel-ka ee hoos u dhaca burburiya. Miisaanka aaminka ah ee la hagaajin karo ayaa koontaroolaya inta ay shabakadu ku tiirsan tahay astaamaha wax soo galinta ee ka dhanka ah buuga koodka ee la bartay, ilaalinta aqoonsiga ganacsiga ee ka dhanka ah nadaafadda wax soo saarka.
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-kabashada Wajiga Adag ee CodeFormer
Codebook-plus-Transformer designs ayaa saameeya dib u soo celinta ballaaran iyo shaqada jiilka, iyo CodeFormer waxaa si sii kordheysa ugu milmay sifaynta faafinta xitaa natiijooyin qallafsan. Filo muuqaalada ku meel gaadhka ah ee fican ee fiidyaha, aqoonsiga qafiifka ah ee quful si dib u soo celin culusi kama beddeleyso qofka la mid ah, iyo is dhexgalka adag ee barnaamijyada sawirada macaamiisha. Sida dhammaan soo-celinta wejiga, daahfurnaanta ku saabsan faahfaahinta dib loo dhisay iyo ilaalinta si xun u isticmaalka ayaa kori doonta muhiimadda.
Dhaqangelinta Adduunka-dhabta ah
Ka soo kabashada wejiyada ilaalinta xallinta aadka u hooseeysa ama sawirada kaydka
Soo celinta sawirada taariikhiga ah ee sida xun u burburay, libdhay ama pixelated
Hagaajinta sawirada AI-abuuray ee wejiyadu u dumeen blur ama dhalanrog
U oggolow isticmaaleyaasha inay hagaajiyaan slider-ka aaminnimada si ay u kala doortaan soo celinta aaminka ama toosan
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
Xallinta LaMa- Rinjiyeynta Adag
Su'aalaha soo noqnoqda
What is CodeFormer Robust Face Recovery?
CodeFormer waa qaab dib u soo celin ah oo loo dhisay si uu u xakameeyo xaalufka ba'an, ka soo kabashada wejiyada la aqoonsan karo ee aadka u burburay, yar yar, ama qallafsan. Waa muhiim sababtoo ah waxay u ogolaataa isticmaalayaasha inay garaacaan ganacsiga u dhexeeya daacadnimada asalka iyo soo saarista natiijo nadiif ah, tayo sare leh.
Sidee buu CodeFormer asal ahaan u qaabeeyaa dhibaatada soo celinta wejiga?
CodeFormer wuxuu saadaaliyaa gelitaannada kala duwan ee buugga koodka qaabka VQGAN, isagoo ula dhaqmaya soo celinta sida xulashada calaamadaha halkii dib loogu celin lahaa pixels cayriin.
Qaybtee ayaa saadaalisa buuga koodka ee la isticmaalayo?
Transformer-ku wuxuu qaabeeyaa macnaha guud ee caalamiga ah si uu u saadaaliyo calaamadaha buug-codeed ee ugu fiican, kaas oo ka xoog badan ku tiirsanaanta calaamadaha pixel ee maxalliga ah.
Waa maxay sababta buug-qodeedka gaarka ah uu waxtar u leeyahay gelinta aadka u xun?
Sababtoo ah saadaasha waxay ku xiran tahay tiro xaddidan oo ah kood tayo sare leh oo weji ah, moodeelku wuu sii xoogaysanayaa xitaa marka pixels-ka gelinta si xun loo kharribmay.
Waa maxay kontoroolka miisaanka kalsoonida lagu hagaajin karo ee CodeFormer?
Isbeddelka sifada la kontarooli karo ayaa u oggolaanaysa isticmaaleyaasha inay kala dhex galaan ilaalinta aqoonsiga asalka ah iyo soo saarista natiijooyin nadiif ah oo fiiqan.
Goobtee ayaa lagu daabacay CodeFormer?
CodeFormer waxaa lagu soo bandhigay NeurIPS 2022, isagoo soo bandhigaya qaabkeeda raadinta buug-yaraha si loo soo celiyo weji adag.