Incamake
Guhindura Swin ni iyerekwa rihindura ritunganya amashusho muri Windows yahinduwe, ikurikirana, bigatuma yitabwaho neza bihagije kugirango igere ku mashusho akomeye. Ikora nkumugambi rusange-wumugongo wo gutondeka, gutahura, no gutandukanya.
Guhindura Swin ni ibya mudasobwa-iyerekwa ryakazi risobanura cyangwa ritanga itangazamakuru ryerekana amashusho yo gusesengura, ibikorwa, no guhanga.
Kwibira cyane
Ihinduramiterere risanzwe ryerekana neza amashusho yose, igiciro gikura inshuro enye nubunini bwamashusho, inzitizi kumurimo wuzuye nko gutahura. Yinjijwe na Microsoft Ubushakashatsi mu 2021, Swin (Shinted WINdows) ahubwo igabanya ishusho mumadirishya mato adafunze kandi ibara kwiyitaho gusa muri buri dirishya, bigatuma igiciro gikura neza hamwe nubunini bwishusho. Kureka amakuru yambukiranya idirishya, guhinduranya ibice bihindura idirishya rya gride, bityo ibice byatandukanijwe noneho bigabana idirishya. Swin yubaka kandi urwego: itangirana nuduce duto kandi ikagenda ibahuza buhoro buhoro, ikabyara amakarita manini yerekana ikarita nka CNN, igashyira neza muburyo busanzwe bwo gutahura no gutandukanya.
Ubushishozi
Imikorere ya Swin ituruka mumadirishya ashingiye kumutwe-wo-kwiyitaho (W-MSA): kwitondera kugarukira kuri Windows ihamye (urugero nka 7x7), bityo umunzani utoroshye ugereranije aho kuba inshuro enye numubare wibishishwa. Igice gikurikiraho gikoresha guhinduranya-idirishya ryitondewe (SW-MSA), ryimura igice cyidirishya igice cyidirishya kugirango ifatanye ihuza idirishya. Ibice-byo guhuza ibice bihuza ibice bituranye hagati yicyiciro, kugabanya umwanya wikibanza hamwe ninshuro ebyiri kugirango wubake ibiranga piramide.
Kumenya Guhindura Swin
Guhindura Swin ni iyerekwa rihindura ritunganya amashusho muri Windows yahinduwe, ikurikirana, bigatuma yitabwaho neza bihagije kugirango igere ku mashusho akomeye. Ikora nkumugambi rusange-wumugongo wo gutondeka, gutahura, no gutandukanya. Guhindura Swin ni ibya mudasobwa-iyerekwa ryakazi risobanura cyangwa ritanga itangazamakuru ryerekana amashusho yo gusesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata Swin Transformer nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amakipe akomeye akoresha Swin Transformer iringaniza neza hamwe nibikorwa bifatika nkubuziranenge 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
Byukuri-IshushoNet ishyirwa mubikorwa nkumugongo wateguwe
Gutahura ibintu hamwe nurugero rwibice byinyuma muburyo nka Mask R-CNN na Cascade R-CNN
Igice cya semantike cyerekana amashusho hamwe namashusho ya satelite
Isesengura ryamashusho yubuvuzi aho gukemura cyane hamwe nubunini burambuye ibintu
Uburyo bwo Gushyira mu bikorwa
Guhindura Swin mu myitozo
Byukuri-IshushoNet ishyirwa mubikorwa nkumugongo wateguwe.
Ishusho-yuzuye ya ImageNet ishyirwa mubikorwa nkumugongo wateguwe mbere yamakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
Guhindura Swin mu myitozo
Gutahura ibintu hamwe nurugero rwibice byinyuma muburyo nka Mask R-CNN na Cascade R-CNN.
Gutahura ibintu hamwe nurugero rw'ibice by'inyuma mu rwego nka Mask R-CNN na Cascade R-CNN Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamuka kwabantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Guhindura Swin mu myitozo
Igice cya semantike cyerekana amashusho hamwe namashusho ya satelite.
Gutandukanya ibice byerekana umuhanda hamwe n'amashusho ya satelite Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Guhindura Swin mu myitozo
Isesengura ryamashusho yubuvuzi aho gukemura cyane hamwe nubunini burambuye ibintu.
Isesengura ryibishusho byubuvuzi aho ibisubizo bihanitse hamwe nibintu byinshi birambuye Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi agakurikirana 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.
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.