Incamake
Moderi yatinze itanga amashusho mugukoresha uburyo bwo gukwirakwiza ahantu hihishe inyuma aho kuba pigiseli mbisi, kugabanya ibiciro bya compte. Nibimoteri inyuma ya Stable Diffusion hamwe nibindi bigezweho bifungura-amasoko yerekana amashusho.
Moderi Yatinze Yatandukanijwe ni iyimikorere ya mudasobwa-iyerekwa isobanura cyangwa itanga itangazamakuru ryerekanwa kubisesengura, ibikorwa, no guhanga.
Kwibira cyane
Moderi isanzwe yo gukwirakwiza yiga guhindura inzira yo gusakuza: itangirira ku rusaku rwiza kandi igenda ihinduka ishusho. Gukora ibi kuri pigiseli birahenze kuko ishusho ya 512x512 ifite agaciro k'ibihumbi magana. Gukwirakwiza bidatinze, byatangijwe na Rombach na bagenzi be mu 2022, ubanza gukoresha autoencoder (VAE) byateganijwe mbere yo guhuza ishusho mumashanyarazi mato mato (akenshi 64x64x4, hafi 48x ntoya). Ikwirakwizwa U-Net noneho ryiga kwerekana imbere muri uwo mwanya uhishe, uyobowe ninyandiko ukoresheje guhuza ibitekerezo. Kurangiza, decodeur ya VAE yubaka pigiseli yuzuye. Uku kwikuramo gushishoza kugumisha amakuru asobanutse mugihe utaye ibisobanuro bidasobanutse, bigatuma ibisekuru byujuje ubuziranenge bishoboka kubakoresha GPUs.
Ubushishozi
Amayeri y'ingenzi ni ugutandukanya kwikuramo gushishoza no kwerekana imiterere. VAE ikora ibisobanuro byinshi bya pigiseli irambuye inshuro imwe, kandi U-Net yerekana gusa urugero rwo hasi rwihishwa rwo gukwirakwiza. Imyandikire itondekanya yatewe binyuze murwego rwo guhuza ibitekerezo, aho U-Net igaragara ahantu hatabira ibimenyetso byerekana kuva kodegisi yinyandiko nka CLIP. Kuberako ibyihishe bigera hafi kuri 48 kurenza pigiseli, buri ntambwe yerekana ko ihendutse cyane mububiko ndetse na FLOPs.
Kumenya Moderi Yatinze
Moderi yatinze itanga amashusho mugukoresha uburyo bwo gukwirakwiza ahantu hihishe inyuma aho kuba pigiseli mbisi, kugabanya ibiciro bya compte. Nibimoteri inyuma ya Stable Diffusion hamwe nibindi bigezweho bifungura-amasoko yerekana amashusho. Moderi Yatinze Yatandukanijwe ni iyimikorere ya mudasobwa-iyerekwa isobanura cyangwa itanga itangazamakuru ryerekanwa kubisesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata Moderi Yihuta ya Moderi nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubimenyerezo, amakipe akomeye akoresha Moderi ya Diffusion Models aringaniza ukuri hamwe nibikorwa bifatika nkubwiza bwamakuru, itandukaniro ryamatara, hamwe na label ihamye. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego. Mugihe kimwe, uburenganzira bwishusho no kwemererwa birashobora guhinduka ibyago byemewe n'amategeko niba ibimenyetso bidasobanutse. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego.
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Amakipe arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya.
Amakipe arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Ibikorwa birashobora gukoresha amashusho nibimenyetso bya videwo byari bigoye gutunganya.
Ibikorwa birashobora gukoresha amashusho nibimenyetso bya videwo byari bigoye gutunganya. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa Isi
Diffusion ihamye itanga ibihangano hamwe nigishushanyo mbonera uhereye kumyandiko isaba umuguzi umwe GPU
Adobe na Canva biha imbaraga inyandiko-ku-shusho hamwe na generator-yuzuza ibintu byubatswe ku mugongo wihishe inyuma
Sitidiyo yimikino itanga amakarita yimiterere, sprite, nibidukikije byubuhanzi kugirango byihute mbere yumusaruro
Amatsinda-shusho hamwe namakipe yamamaza akora ibicuruzwa byerekana ibicuruzwa no kwerekana amashusho adafotowe
Uburyo bwo Gushyira mu bikorwa
Moderi Yatinze Yatinze mubikorwa
Diffusion ihamye itanga ibihangano hamwe nigishushanyo mbonera uhereye kumyandiko isaba umuguzi umwe GPU.
Diffusion Stable itanga ibihangano hamwe nibishushanyo mbonera bivuye kumyandiko isaba umuguzi umwe Amakipe ya GPU mubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Moderi Yatinze Yatinze mubikorwa
Adobe na Canva bihindura inyandiko-ku-shusho hamwe na generator-yuzuza ibintu byubatswe ku mugongo wihishe inyuma.
Adobe na Canva biha imbaraga inyandiko-y-ishusho hamwe nubushobozi-bwuzuye-bwuzuye bwubatswe ku mugongo wo gukwirakwiza rwihishwa Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Moderi Yatinze Yatinze mubikorwa
Sitidiyo yimikino itanga amakarita yimiterere, sprite, nibidukikije byubuhanzi kugirango byihute mbere yumusaruro.
Sitidiyo yimikino itanga amakarita yimiterere, sprites, hamwe nibidukikije byubuhanzi kugirango byihute mbere yumusaruro Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Moderi Yatinze Yatinze mubikorwa
Amatsinda-shusho hamwe namakipe yamamaza akora ibicuruzwa byerekana ibicuruzwa no kwerekana amashusho adafotowe.
Amakipi-shusho hamwe nitsinda ryamamaza ibicuruzwa byerekana ibicuruzwa byerekana ibicuruzwa hamwe n'amashusho yamamaza adafite ifoto Ifotora Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe.
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.
Sobanura ibipimo byo kwemererwa kugiciro, kwibutsa, nibiciro byamakosa. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka.
Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.