Incamake
Kwandika amashusho nigikorwa cyo guhita utanga interuro-mvugo karemano isobanura ibiri mumashusho. Ihuza icyerekezo nururimi, ihindura pigiseli mumagambo asobanura ibirimo, ibintu, nibikorwa.
Ishusho Ibisobanuro ni ibya mudasobwa-iyerekwa ryakazi risobanura cyangwa ritanga itangazamakuru ryerekanwa kubisesengura, ibikorwa, no guhanga.
Kwibira cyane
Sisitemu yanditseho amashusho ifata ishusho hanyuma igatanga ibisobanuro neza nka 'imbwa yumukara ifata frisbee kumyatsi.' Sisitemu yo hambere yahujije urusobekerane rwakuyemo ibintu bigaragara hamwe numuyoboro usubiramo (LSTM) wabyaye amagambo icyarimwe, akenshi uyoborwa nubwitonzi kuburyo icyitegererezo 'gisa' mukarere kerekeranye na buri jambo. Sisitemu zigezweho zikoresha kodegisi ya transformateur iyerekwa hamwe na decoder ya transformateur y'ururimi, hamwe na moderi nini yerekana icyerekezo nka BLIP-2 na GPT-4V irashobora kwandika amashusho hamwe no kuvuga neza. Amahugurwa ashingiye ku mibare nka MS COCO, aho buri shusho ifite ibisobanuro byinshi byanditswe n'abantu. Ubwiza bupimirwa hamwe na metero nka CIDEr, BLEU, hamwe na CLIPScore ishingiye.
Ubushishozi
Abanditse byinshi bakurikiza kodegisi-decoder. Kodegisi ihindura ishusho mubice biranga ibice; decoder itanga amagambo atabishaka, guhanura buri kimenyetso giteganijwe kumashusho namagambo yatanzwe mbere. Icyitonderwa kireka decoder uburemere bwibice bitandukanye byamashusho kumagambo, kunoza ishingiro. Amahugurwa akoresha cross-entropy kumutwe wukuri-ukuri, rimwe na rimwe bigakurikirwa no gushimangira imyigishirize ihindura ibisobanuro byanditse-byiza nka CIDEr kugirango bigabanye kubogama.
Kumenya Kwandika Ishusho
Kwandika amashusho nigikorwa cyo guhita utanga interuro-mvugo karemano isobanura ibiri mumashusho. Ihuza icyerekezo nururimi, ihindura pigiseli mumagambo asobanura ibirimo, ibintu, nibikorwa. Ishusho Ibisobanuro ni ibya mudasobwa-iyerekwa ryakazi risobanura cyangwa ritanga itangazamakuru ryerekanwa kubisesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata amashusho yishusho 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 Ishusho Yanditseho impuzandengo yukuri hamwe nibikorwa bifatika nkubwiza bwamakuru, itandukaniro ryamatara, hamwe na labels bihoraho. 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
Gukora alt-text ibisobanuro byamafoto kugirango abasomyi ba ecran barashobora gufasha abakoresha impumyi kandi batabona neza
Kwiyerekana-byanditseho ibisobanuro hamwe nibishobora gushakishwa kumasomero manini yububiko bwamafoto hamwe nububiko-shusho
Gusobanura ibidukikije mu ijwi riranguruye ukoresheje porogaramu nka Microsoft Kubona AI cyangwa Kuba Amaso yanjye
Kwerekana amakadiri ya videwo hamwe nibisobanuro byanditse kugirango ushoboze gushakisha ibikubiyemo no kugereranya kurwego
Uburyo bwo Gushyira mu bikorwa
Ishusho Yanditse mu myitozo
Gukora alt-text ibisobanuro byamafoto kugirango abasomyi ba ecran barashobora gufasha abakoresha impumyi kandi batabona neza.
Gukora alt-text ibisobanuro byamafoto kugirango abasomyi ba ecran bashobore gufasha abakoresha impumyi kandi batabona neza Amakipe mubisanzwe abona ibisubizo byiza mugihe asobanura ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimanza, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
Ishusho Yanditse mu myitozo
Kwiyerekana-byanditseho ibisobanuro hamwe nibishobora gushakishwa kumasomero manini yububiko bwamafoto hamwe nububiko-shusho.
Kwiyerekana-byanditseho ibisobanuro hamwe nibishobora gushakishwa kumasomero manini yububiko bwamafoto hamwe nububiko-bwerekana amashusho Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe.
Ishusho Yanditse mu myitozo
Gusobanura ibidukikije mu ijwi riranguruye ukoresheje porogaramu nka Microsoft Kubona AI cyangwa Kuba Amaso Yanjye.
Gusobanura ibidukikije mu ijwi riranguruye binyuze muri porogaramu nka Microsoft Kubona AI cyangwa Kuba Amaso Yanjye Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamuka kwabantu kubibazo bikabije, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Ishusho Yanditse mu myitozo
Kwerekana amakadiri ya videwo hamwe nibisobanuro byanditse kugirango ushoboze gushakisha ibikubiyemo no kugereranya kurwego.
Kwerekana ama kadamu ya videwo hamwe nibisobanuro byanditse kugirango ushoboze gushakisha ibikubiyemo no kugereranya ku gipimo Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
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.