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
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
Kugirango wubake byimbitse, fata SPADE Semantic Image Synthesis nkicyitegererezo gikora, ntabwo ari ikintu kimwe. Sobanura ibyagezweho, usobanure neza, kandi utandukanye 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.
Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
SPADE Igishushanyo mbonera cya Synthesis mubikorwa
Ubwubatsi nudukino-urwego rwibitekerezo, aho abashushanya igishushanyo mbonera bakabona ibiboneka byihuse.
Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
SPADE Igishushanyo mbonera cya Synthesis mubikorwa
Gukora amashusho atandukanye yo guhugura amashusho hamwe na label ya pigiseli izwi yo gutandukanya icyitegererezo.
Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
SPADE Igishushanyo mbonera cya Synthesis mubikorwa
Ibikoresho byo guhindura amafoto yemerera abakoresha gusubiramo uturere (guhindura ibyatsi mumazi) no kongera guhuza ako gace mubyukuri.
Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro 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.
Fata nk'irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora.
Fata nk'irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane.
Fata 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.
Fata nk'irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Komeza Ubushakashatsi
Check your understanding
Test yourself: take the SPADE Semantic Image Synthesis quiz