Ƙaddamar LaMa-Ƙarfin Jiki
LaMa (Large Mask inpainting) cibiyar sadarwa ce mai sauri, mara nauyi wacce ke cika yankunan hoto da suka ɓace ko cirewa da tsafta, koda kuwa ramin yana da girma.
Dubawa
It matters because it produces convincing fills at resolutions far higher than it was trained on, making professional object removal accessible to anyone.
Zurfafa nutsewa
LaMa, wanda masu binciken Samsung AI suka gabatar a cikin 2021, yana magance matsala mai dadewa: yawancin nau'ikan zane-zane suna lalata ko blur lokacin da aka nemi su cika manyan abin rufe fuska ko maimaita laushi kamar bangon bulo da benayen tayal. Ci gaban sa yana amfani da Fast Fourier Convolutions (FFCs), wanda ke ba cibiyar sadarwar filin karɓar duniya a cikin layi ɗaya maimakon buƙatar ɗimbin rikice-rikice. Wannan yana bawa LaMa damar 'gani' gabaɗayan hoton lokaci ɗaya kuma ya ci gaba da tsarin lokaci-lokaci tare. An horar da shi tare da haɗakar hasara na gaba da hasarar fahimta bisa hanyar sadarwar da kanta ke amfani da fage masu karɓa. Sakamakon ya bambanta sosai da kyau, sau da yawa yana zana hotuna 2K a tsafta bayan horo kawai akan ƙananan amfanin gona.
Fahimtar Fasaha
Maɓalli mai mahimmanci shine juyin juya halin Fast Fourier. Juyin yanayi na yau da kullun yana kallon ƙaramin facin gida ne kawai, don haka ɗaukar tsari mai tsayi yana buƙatar cibiyar sadarwa mai zurfi. FFC tana canza ɓangaren taswirar fasalin zuwa yankin mitar, yana amfani da juzu'i a wurin, sannan ya canza baya. Saboda ayyukan mitar-yanki na duniya ne, Layer FFC guda ɗaya yana haɗa bayanai a duk faɗin hoton, yana taimakawa LaMa maimaita laushi da mutunta lissafi na duniya kamar gefuna bango.
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 Ƙaddamar LaMa-Ƙarfin Ƙarfi
LaMa ya kasance mai ƙarfi, ingantaccen tushe kuma yana cikin ko'ina cikin kayan aikin kyauta da masu gyara hoto na buɗe ido saboda yana aiki da sauri akan kayan masarufi masu sauƙi ba tare da ƙaƙƙarfan ƙirar watsawa ba. Halin yanayin bututun matasan ne: yi amfani da LaMa don cika tsarin nan take da kuma tsatsauran ra'ayi, sannan a tace bayanai na zaɓi tare da samfurin watsawa. Yi tsammanin ra'ayinsa na Fourier-convolution zai ci gaba da bayyana a cikin gyara na ainihi, gyaran firam ɗin bidiyo, da tsabtace hoto ta wayar hannu akan na'ura inda saurin da ƙarancin ƙwaƙwalwar ajiya ke da mahimmanci.
Aiwatar da Gaskiyar Duniya
Cire masu yawon bude ido ko masu daukar hoto daga hotunan balaguro yayin kiyaye bangon baya ko sama maras sumul
Goge alamun ruwa, tambura, ko tambura daga hotuna don ingantaccen aikin maidowa
Share layukan wutar lantarki da alamomin titi daga hotuna jeri na ƙasa
Maido da tsofaffi ko lalatatattun hotuna ta hanyar cike tarkace, hawaye, da sasanninta da suka ɓace
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
CodeFormer Karfin Fuskar Farfadowa
Tambayoyin da ake yawan yi
What is LaMa Resolution-Robust Inpainting?
LaMa (Large Mask inpainting) cibiyar sadarwa ce mai sauri, mara nauyi wacce ke cika yankunan hoto da suka ɓace ko cirewa da tsafta, koda kuwa ramin yana da girma. Yana da mahimmanci saboda yana samar da gamsassun ƙuduri fiye da yadda aka horar da su, yana mai da damar cire ƙwararrun abu ga kowa.
Menene sashin gine-ginen sa hannu wanda ke ba LaMa ra'ayinsa na duniya game da hoto?
LaMa yana amfani da Fast Fourier Convolutions (FFCs), waɗanda ke aiki a wani yanki a cikin yankin mitar don samar da filin karɓar duniya a cikin layi ɗaya.
Me yasa LaMa ke sarrafa manyan abin rufe fuska fiye da yawancin samfuran fenti na baya?
Saboda FFCs suna ganin ɗaukacin hoton lokaci ɗaya, LaMa na iya ci gaba da haɗin kai da rubutu da lissafi har ma da manyan yankuna da suka ɓace.
Wani sanannen ƙarfi na LaMa shine ikonsa na sanya hotuna a wane irin ƙuduri?
LaMa yana haɓaka da kyau ga ƙuduri sama da waɗanda ake gani yayin horo, wanda shine dalilin da ya sa ake kiransa ƙuduri-ƙarfi.
Wane irin nau'in rubutu ne LaMa ke kula da shi musamman godiya ga sarrafa mita-yanki?
Juyin juzu'i-yanki ya dace da tsarin lokaci-lokaci, don haka LaMa cikin tsafta yana ci gaba da maimaita laushi kamar bangon bulo da benaye masu tayal.
Wace asara ce ke taimaka wa LaMa ta samar da cikas mai kama da gaske maimakon matsakaicin blur?
LaMa yana haɗa hasara na gaba da fahimta, yana ƙarfafa kaifi, laushi mai sauƙi maimakon matsakaicin matsakaicin pixels.