SPADE Semantike Ishusho
SPADE (Ubusanzwe-Adaptive Normalisation) ihindura imiterere yoroheje yanditseho, nk'ikarita y'amabara y'ibitabo by'umwana 'ikirere hano, ibyatsi hano, igiti hano', mubishusho bifotora.
Incamake
It matters because it gives artists and designers precise spatial control over what appears where in a generated scene.
Kwibira cyane
SPADE, yatanzwe n'abashakashatsi ba NVIDIA Park, Liu, Wang, na Zhu muri 2019 (hamwe na porogaramu ya GauGAN ya demo), itanga amashusho afatika uhereye ku ikarita yo gutandukanya ibice, aho buri pigiseli iba ifite ibara ryayo (amazi, umuhanda, inyubako, ikirere). Amashanyarazi yabanje kugaburira ikarita yicyiciro binyuze mubisanzwe bisanzwe bikunda 'gukaraba' amakuru yimiterere, bitanga ibisubizo bidasobanutse cyangwa bidahuye. Ubushishozi bwa SPADE nuko imiterere igomba gukomeza kuyobora umuyoboro kuri buri cyiciro cyibisekuru, ntabwo byinjira gusa. Ihindura ibikorwa bisanzwe ikoresheje ibipimo byize biturutse ku ikarita ya segmentation kuri buri mwanya. Igisubizo kirakaze, gishobora kugenzurwa aho ushobora gushushanya ikarita yikimenyetso hanyuma ukareba ahantu nyaburanga, byuzuye hamwe nibitekerezo hamwe nimiterere, kwiyambika umubiri.
Ubushishozi
Igipimo gisanzwe cyangwa urugero rusanzwe umunzani kandi uhindura ibikorwa hamwe nindangagaciro imwe yize kumuyoboro, ukajugunya amakuru arambuye. SPADE ahubwo ihanura igipimo (gamma) na shift (beta) nkibice byuzuye byerekana umwanya muto ubarwa nuduce duto twa convolisiyo ikoreshwa kuri mask ya segmentation. Ibipimo bitandukanye-bitandukanijwe byatewe mumyanzuro myinshi muri generator, bityo imiterere ya semantique ihora itanga ibisohoka kandi ikabuza amakuru kuba kure.
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.
Kazoza ka SPADE Semantic Image Synthesis
SPADE yashyizeho uburyo butandukanye bwo guhuza n'imihindagurikire y'ikirere nk'ubuhanga bwibanze, kandi abawukomokaho ubu bafite imbaraga zo gushushanya ibikoresho ndetse no kugenzura imiterere ikwirakwizwa nka ControlNet yemera ikarita yo gutandukanya nk'ubuyobozi. Sisitemu izaza izahuza SPADE-yuburyo bugenzurwa hamwe nibisobanuro byanditse, ireke abakoresha berekane aho ibintu bigana nuburyo bakoresha. Tegereza guhindura byinshi: gukurura ikirango akarere, guhindura ibikoresho, no kuvugurura gusa agace katewe mugihe nyacyo.
Gushyira mu bikorwa Isi
Porogaramu ya NVIDIA ya GauGAN / Canvas, ireka abayikoresha bashushanya amakarita atandukanijwe ahinduka ahantu nyaburanga.
Ubwubatsi nudukino-urwego rwibitekerezo, aho abashushanya igishushanyo mbonera bakabona ibiboneka byihuse
Gukora amashusho atandukanye yo guhugura amashusho hamwe na label ya pigiseli izwi yo gutandukanya icyitegererezo
Ibikoresho byo guhindura amafoto yemerera abakoresha gusubiramo uturere (guhindura ibyatsi mumazi) no kongera guhuza ako gace mubyukuri
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
VQGAN na Codebook Ishusho Synthesis
Ibibazo bikunze kubazwa
What is SPADE Semantic Image Synthesis?
SPADE (Ubusanzwe-Adaptive Normalisation) ihindura imiterere yoroheje yanditseho, nk'ikarita y'amabara y'ibitabo by'umwana 'ikirere hano, ibyatsi hano, igiti hano', mubishusho bifotora. Nibyingenzi kuko biha abahanzi nabashushanya neza kugenzura ahantu hagaragara aho bigaragara.
Ni ubuhe butumwa SPADE ikoresha kugirango itange ishusho?
SPADE ikomatanya amashusho ya fotorealiste uhereye kumarita yerekana igice aho buri pigiseli itwara icyiciro ikirango nkikirere cyangwa ibyatsi.
Ni ikihe kibazo kijyanye n'ubusanzwe SPADE yakemuye?
Ubusanzwe ibisanzwe byakunze guhanagura amakuru yumwanya, bityo SPADE ikongera gutera imiterere murusobe.
Niyihe porogaramu izwi cyane ya interineti yubatswe kuri SPADE?
GauGAN ya NVIDIA, nyuma ya NVIDIA Canvas, ireka abayikoresha gushushanya amakarita yikarita SPADE ihinduka amashusho.
'SP' muri SPADE igereranya iki?
SPADE isobanura Spatially-Adaptive (De) isanzwe, yerekeza aho iherereye-ihindagurika.