Incamake
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.
SPADE Semantic Image Synthesis ni iyumurimo wa mudasobwa-iyerekwa ryakazi risobanura cyangwa ritanga itangazamakuru ryerekana amashusho yo gusesengura, ibikorwa, no guhanga.
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.
Kumenya SPADE Igishushanyo Cyerekana 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. Nibyingenzi kuko biha abahanzi nabashushanya neza kugenzura ahantu hagaragara aho bigaragara. SPADE Semantic Image Synthesis ni iyumurimo wa mudasobwa-iyerekwa ryakazi risobanura cyangwa ritanga itangazamakuru ryerekana amashusho yo gusesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata SPADE Semantic Image Synthesis nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amatsinda akomeye akoresha SPADE Semantic Image Synthesis iringaniza neza 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
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
Uburyo bwo Gushyira mu bikorwa
SPADE Igishushanyo mbonera cya Synthesis mubikorwa
Porogaramu ya NVIDIA ya GauGAN / Canvas, ireka abayikoresha bashushanya amakarita atandukanijwe ahinduka ahantu nyaburanga.
Porogaramu ya NVIDIA ya GauGAN / Canvas, ireka abayikoresha bagashushanya amakarita atandukanijwe ahinduka ahantu nyaburanga bifotora 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.
SPADE Igishushanyo mbonera cya Synthesis mubikorwa
Ubwubatsi nudukino-urwego rwibitekerezo, aho abashushanya igishushanyo mbonera bakabona ibiboneka byihuse.
Ubwubatsi nudukino-urwego rwibitekerezo, aho abashushanya ibishushanyo mbonera bakabona ibibanza byerekana ako kanya Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi agakurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
SPADE Igishushanyo mbonera cya Synthesis mubikorwa
Gukora amashusho atandukanye yo guhugura amashusho hamwe na label ya pigiseli izwi yo gutandukanya icyitegererezo.
Gukora amashusho atandukanye yimyitozo ngororamubiri hamwe na label ya pigiseli izwi yo guteza imbere icyiciro cy'icyiciro Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
SPADE Igishushanyo mbonera cya Synthesis mubikorwa
Ibikoresho byo guhindura amafoto yemerera abakoresha gusubiramo uturere (guhindura ibyatsi mumazi) no kongera guhuza ako gace mubyukuri.
Ibikoresho byo guhindura amafoto yemerera abakoresha gusubiramo uturere (guhindura ibyatsi mumazi) no kongera guhuza ako gace mubyukuri Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
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.