CodeFormer Karfin Fuskar Farfadowa
CodeFormer samfurin gyaran fuska ne wanda aka gina don ɗaukar matsananciyar lalacewa, maido da fuskokin da za'a iya gane su daga ɓarna, ƙanƙanta, ko abubuwan da suka lalace.
Dubawa
Yana da mahimmanci saboda yana ƙyale masu amfani damar yin musayar ciniki tsakanin kasancewa da aminci ga asali da kuma samar da ingantaccen sakamako mai inganci.
Zurfafa nutsewa
CodeFormer (NeurIPS 2022) yana gyara fuskan sabuntawa azaman tsinkayar lamba maimakon ci gaba da jujjuyawar pixel. Da farko tana horar da littafin rubutu irin na VQGAN: ƙaramin ƙamus ƙwararren ƙamus na 'tubalan ginin' fuska wanda ke ɗaukar cikakkun bayanai na fuska. Idan aka ba da fuskar da ta lalace, Mai Canjawa yana tsinkaya wanne littafin rikodin ya fi sake gina shi, yana kula da maidowa kamar ɗaukar alamun da suka dace daga ƙamus na sassan fuska. Saboda littafin code yana rayuwa a cikin ƙaramin sarari, iyakataccen sarari, ƙirar ta fi ƙarfin ƙarar amo da blur fiye da hanyoyin da ke taswirar pixels kai tsaye. Tsarin canza fasalin fasalin da za'a iya sarrafawa yana bawa masu amfani damar zame nauyi guda ɗaya (sau da yawa ana kiranta aminci) don fifita ƙayyadaddun fitarwa, mafi inganci ko ingantaccen aminci ga shigarwar da ta lalace.
Fahimtar Fasaha
Littafin littafin mai hankali yana aiki kamar mai ƙarfi kafin tare da iyakanceccen ' ƙamus', don haka ko da lokacin da shigarwar ta lalace sosai Transformer na iya ɗaukar tsinkaya zuwa ingantattun lambobin fuska masu inganci. Wannan ƙirar ƙirar duniya ta hanyar hankali yana rage dogaro ga alamun pixel na gida waɗanda lalata ke lalata. Madaidaicin nauyin amincin daidaitacce yana sarrafa nawa hanyar sadarwar ta dogara akan abubuwan shigarwa tare da littafin lambar koyo, adana bayanan ciniki akan tsaftar kayan sarrafawa.
Dabarun Tasiri
Gudu da sikelin
Kayayyakin AI na iya sarrafa aiki da bincike, ganowa, da ayyuka masu alama a sikelin.
Gina zaɓuɓɓuka
Ƙungiyoyin ƙirƙira za su iya samar da ra'ayoyi cikin sauri tare da ƙarancin bita da hannu.
Ƙungiya da aikin aiki
Ayyuka na iya amfani da siginar hoto da bidiyo waɗanda a baya suke da wahalar aiwatarwa.
Makomar CodeFormer Karfin Fuskar Farfadowa
Tsarin Codebook-plus-Transformer yana yin tasiri mai faɗin maidowa da aikin tsarawa, kuma CodeFormer yana ƙara haɗawa tare da tsaftacewar watsawa don ko da sakamako mai tsauri. Yi tsammanin mafi kyawun juzu'in ɗan lokaci don bidiyo, mafi kyawun kulle ainihi don haka maidowa mai nauyi ba zai canza kamannin mutum ba, da ƙara haɗa kai cikin aikace-aikacen hoto na mabukaci. Kamar yadda yake tare da duk masu dawo da fuska, bayyana gaskiya game da sake gina dalla-dalla da kariyar amfani da rashin amfani zai girma cikin mahimmanci.
Aiwatar da Gaskiyar Duniya
Farfado da fuskoki daga ƙananan matakan sa ido ko hotunan kayan tarihi
Ana maido da manyan hotuna na tarihi da suka lalace, sun shuɗe, ko masu kyalli
Gyara hotunan AI da aka ƙirƙira inda fuskoki suka ruɗe zuwa blush ko murdiya
Bayar da masu amfani su kunna madaidaicin madauri don zaɓar tsakanin aminci ko goge goge
Hatsari & Tsare-tsare
Haƙƙoƙin hoto da yarda na iya zama haxarin doka idan ba a fayyace ba.
Ayyukan samfuri na iya bambanta a ko'ina cikin haske, ƙididdiga, da mahalli.
Ƙarya tabbataccen ƙila ba za a iya lura da shi ba sai dai idan an kula da ƙofofin amincewa.
Taswirar Hanya
Ƙayyade ma'auni na karɓa don daidaito, tunowa, da farashi na kuskure.
Gwada tare da bayanan da suka dace da ainihin yanayin samarwa.
Ƙara bita na ɗan adam don ƙarancin amincewa ko tsinkaya mai tasiri.
Bi diddigin ƙirar ƙira kuma sake ingantawa bayan canje-canjen kamara ko saitin bayanai.
Ci gaba da Bincike
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Jagora na gaba
Ƙaddamar LaMa-Ƙarfin Jiki
Tambayoyin da ake yawan yi
Menene CodeFormer Robust Face farfadowa da na'ura?
CodeFormer samfurin gyaran fuska ne wanda aka gina don ɗaukar matsananciyar lalacewa, maido da fuskokin da za'a iya gane su daga ɓarna, ƙanƙanta, ko abubuwan da suka lalace. Yana da mahimmanci saboda yana ƙyale masu amfani damar yin musayar ciniki tsakanin kasancewa da aminci ga asali da samar da ingantaccen sakamako mai inganci.
Ta yaya CodeFormer ke tsara ainihin matsalar dawo da fuska?
CodeFormer yana annabta shigarwar masu hankali daga littafin rubutu irin na VQGAN, yana kula da maidowa kamar zaɓin alamu maimakon sake dawo da ɗanyen pixels.
Wane bangare ne ke annabta waɗanne shigarwar codebook don amfani?
Mai Canjawa yana ƙirƙira mahallin duniya don tsinkaya mafi kyawun alamun littafin code, wanda ya fi ƙarfi fiye da dogaro da alamun pixel na gida.
Me yasa littafin keɓaɓɓen littafin ke taimakawa ga abubuwan da aka lalatar da su?
Saboda tsinkaya zuwa ƙayyadaddun saitin lambobin fuska masu inganci, ƙirar zata kasance mai ƙarfi koda lokacin shigar da pixels sun lalace sosai.
Menene daidaitaccen ma'aunin aminci na CodeFormer?
Canjin fasalin da za a iya sarrafawa yana bawa masu amfani damar zamewa tsakanin adana ainihin asali da kuma samar da mafi tsabta, sakamako mai fa'ida.
A wanne wuri aka buga CodeFormer?
An gabatar da CodeFormer a NeurIPS 2022, yana gabatar da tsarin duba littafin sa don ingantaccen maido da fuska.