Byihuse-Kuri-Byihuta Kwambukiranya-Kwitonda
Byihuse-Kuri-Guhindura ishusho yakozwe muguhindura inyandiko yayo mugihe wongeye gukoresha ikarita yimbere yibitekerezo byimbere, bityo guhindura ijambo rimwe guhinduranya icyo kintu mugihe ibintu bisigaye bitagaragara.
Incamake
It is editing through words, not pixels.
Kwibira cyane
Byihuse-Kuri-Byihuta (Hertz et al., 2022) nubuhanga butagira amahugurwa yo guhindura inyandiko-yoherejwe na moderi yo gukwirakwiza. Ubushishozi bwibanze ni uko amakarita yambukiranya amakarita, yerekana icyitegererezo uturere twerekana amashusho buri jambo rigomba kugira ingaruka, rigashyiraho imiterere yikibanza. Iyo wongeye kuvugurura ishusho hamwe na progaramu yahinduwe gato, uburyo bwinjiza amakarita yumwimerere ikarita yerekana ibitekerezo mumikorere mishya. Gusimbuza ijambo, vuga 'igare' na 'moto', uhinduranya icyo kintu mugihe urinze ibihimbano hamwe ninyuma. Ongeraho ijambo bitera kwitondera gusa ibimenyetso bidahindutse, bityo ikiranga gishya kigaragara nta guhindura ibintu byose. Urashobora kandi kongera uburemere bwikimenyetso kugirango ushimangire cyangwa ugabanye ingaruka zacyo. Kuberako bidasaba kuringaniza neza cyangwa masike, byahindutse kubaka urufatiro kuburyo bwinshi bwo guhindura, harimo na Data InstructPix2Pix.
Ubushishozi
Mugihe cyo kwerekana, kubara kwambukiranya kubara, kuri buri kimenyetso, ikarita yerekana aho yitabira ishusho. Byihuse-Kuri-Kopi amakarita yikarita kuva mubisekuru byumwimerere mubyahinduwe kubimenyetso bisangiwe. Kubijyanye no guhinduranya ijambo bishushanya ibitekerezo hagati yikimenyetso gihuye; kumagambo yongeyeho abika amakarita ashaje kandi areka gusa ibimenyetso bishya bikora ibitekerezo bishya; kwipimisha gusa bipima gusa ibimenyetso byerekana agaciro, gukomera cyangwa guhindura imbaraga zayo.
Ingaruka z'Ingamba
Umuvuduko n'igipimo
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego.
Build choices
Amakipe arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya.
Itsinda hamwe nakazi
Ibikorwa birashobora gukoresha amashusho nibimenyetso bya videwo byari bigoye gutunganya.
Ejo hazaza Byihuse-Kuri-Byihuta-Kwitonda Guhindura
Gukoresha uburyo bwo guhuza ibitekerezo ubu bishimangira umuryango wose wibikoresho byigisekuru gishobora kugenzurwa, kandi ibitekerezo bigera no kugenzura ibitekerezo mubyubatswe bishya no gukwirakwiza amashusho kugirango bihindurwe byigihe gito. Tegereza guhuza cyane hamwe no guhindura-ishusho nyayo ukoresheje guhinduranya, gukemura neza impinduka nini zubatswe, no guhuza hamwe nuburyo bwo kwigisha bityo amayeri yo kwitondera akora atagaragara munsi yimvugo yoroshye-mvugo.
Gushyira mu bikorwa Isi
Igishushanyo mbonera gihindura 'imodoka itukura kumuhanda' igahinduka 'imodoka yubururu kumuhanda' kandi igakomeza imiterere imwe.
Uwashushanyije ashimangira ijambo 'urubura' kugirango ahantu nyaburanga hagenda hagaragara imbeho zitandukanye.
Umwanditsi w'inkuru ahinduranya 'intare' kuri 'ingwe' mugihe cyo gukomeza kwifata kimwe ninyuma kumpapuro zinyuguti.
Umushakashatsi arayikoresha kugirango abyare mbere / nyuma yamashusho nkamakuru yo guhugura amabwiriza-akurikira umwanditsi.
Ingaruka & Kurinda
Uburenganzira bwishusho hamwe no kwemererwa birashobora guhinduka ibyago byemewe n'amategeko niba ibimenyetso bidasobanutse.
Imikorere yicyitegererezo irashobora gutandukana kumurika, demografiya, nibidukikije.
Ibyiza byibinyoma birashobora kutamenyekana keretse niba ibyiringiro byateganijwe bikurikiranwa.
Igishushanyo mbonera
Sobanura ibipimo byo kwemererwa kugiciro, kwibutsa, nibiciro byamakosa.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane.
Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
Kwambukiranya
Ibibazo bikunze kubazwa
What is Prompt-to-Prompt Cross-Attention Editing?
Byihuse-Kuri-Guhindura ishusho yakozwe muguhindura inyandiko yayo mugihe wongeye gukoresha ikarita yimbere yibitekerezo byimbere, bityo guhindura ijambo rimwe guhinduranya icyo kintu mugihe ibintu bisigaye bitagaragara. Irimo ikosora binyuze mumagambo, ntabwo ari pigiseli.
Ni ayahe makuru y'imbere yihutira gukoresha kugirango abungabunge ibintu?
Ikarita yambukiranya amakarita aho buri jambo rigira ingaruka ku ishusho, bityo kuyikoresha bikomeza imiterere ihamye mugihe cyo guhindura.
Ese Kwihuta-Kuri-Gusaba bisaba guhuza neza icyitegererezo?
Ikoresha ibitekerezo mugihe cyagenwe kandi ntigikeneye andi mahugurwa.
Kongera uburemere bwikimenyetso bikora iki?
Gupima ikimenyetso cyerekana agaciro kongerera imbaraga cyangwa gucecekesha uburyo icyo gitekerezo kigaragara.
Kuberiki Byihuta-Kuri-Byihuse bifatwa nkubuhanga shingiro?
Gukoresha imyitozo yubusa ititaye kumyitozo yahindutse inyubako yongeye gukoreshwa mubushakashatsi bwakozwe nyuma.