Incamake
CLIP nicyitegererezo kuva OpenAI yiga guhuza amashusho ninyandiko ushyira byombi mumwanya umwe. Nibikorwa byicecekeye byakazi inyuma yishakisha ryamashusho, kugereranya ibintu, hamwe ninyandiko nyinshi-z-amashusho.
CLIP na Vision-Ururimi Models ni iy'ibikorwa bya mudasobwa-iyerekwa risobanura cyangwa ritanga itangazamakuru ryerekana amashusho yo gusesengura, ibikorwa, no guhanga.
Kwibira cyane
Yasohowe mu 2021, CLIP (Itandukaniro Ryururimi-Ishusho Yambere-Amahugurwa) yatojwe kuri miriyoni 400 zamafoto-yerekana amashusho yakuwe kurubuga. Ikoresha kodegisi ebyiri: imwe ihindura ishusho mo vector, indi ihindura inyandiko mo vector, kandi byombi bigwa mumwanya uhuriweho. Umunyamideli ariga kuburyo ifoto yimbwa namagambo "ifoto yimbwa" bicara hamwe, mugihe bombi badahuye bicara kure. Ibi bifungura ibyiciro bya zeru: kuranga ishusho, urabigereranya nibisobanuro byanditse mubyiciro byabakandida hanyuma ugahitamo hafi, utabanje guhugura ibyiciro byabigenewe. CLIP yabaye ibikorwa remezo shingiro, iyobora imashini itanga amashusho, iha imbaraga amashusho yishakisha, gushungura imibare, no gutera imbuto nini nini yerekana ururimi rwicyerekezo nka Flamingo, LLaVA, na GPT-4V.
Ubushishozi
CLIP yatojwe ifite intego itandukanye. Mu cyiciro cyibishusho-byanditse byombi, ibara ibisa (binyuze muri cosine isa) hagati ya buri shusho na buri cyapa, hanyuma igahindura kodegisi kugirango igabanye amanota kuri joriji ikwiye kandi igabanye amanota kubintu byose bitari byo. Ishusho ya kodegisi mubisanzwe ni Vision Transformer igabanya ishusho mubice; inyandiko encoder ni Transformer hejuru yikimenyetso. Kuberako byombi bitanga ibice bigereranywa, urashobora guhuza ishusho iyariyo yose ninyandiko.
Kumenya CLIP nicyerekezo-Ururimi rwicyitegererezo
CLIP nicyitegererezo kuva OpenAI yiga guhuza amashusho ninyandiko ushyira byombi mumwanya umwe. Nibikorwa byicecekeye byakazi inyuma yishakisha ryamashusho, kugereranya ibintu, hamwe ninyandiko nyinshi-z-amashusho. CLIP na Vision-Ururimi Models ni iy'ibikorwa bya mudasobwa-iyerekwa risobanura cyangwa ritanga itangazamakuru ryerekana amashusho yo gusesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata Moderi ya CLIP nicyerekezo-Ururimi 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 CLIP na Vision-Ururimi Models iringaniza ukuri 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
Gushakisha isomero ryamafoto hamwe ninteruro karemano nka "izuba rirenze hejuru yimisozi" aho kuranga izina rya fayili
Kuyobora inyandiko-ku-shusho ya generator kugirango ibisubizo bihuze nibisabwa
Kumurika amashusho adafite umutekano cyangwa hanze ya politiki uyagereranya nibisobanuro byanditse kubintu bibujijwe
Gutunganya-kwikora cyangwa kwandika ibisobanuro binini byerekana ishusho yamakuru yubushakashatsi cyangwa e-ubucuruzi
Uburyo bwo Gushyira mu bikorwa
CLIP na Icyerekezo-Ururimi Model mubikorwa
Gushakisha isomero ryamafoto hamwe ninteruro karemano nka "izuba rirenze hejuru yimisozi" aho kuranga izina rya fayili.
Gushakisha isomero ryamafoto hamwe ninteruro karemano nka "izuba rirenze hejuru yimisozi" aho kugirango izina ryizina ryamakipe Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro nibiciro byigihe.
CLIP na Icyerekezo-Ururimi Model mubikorwa
Kuyobora inyandiko-ku-shusho ya generator kugirango ibisubizo bihuze nibisabwa.
Kuyobora inyandiko-ku-shusho itanga ibisubizo kugirango ibisubizo bihuze byihutirwa Amakipe asanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe.
CLIP na Icyerekezo-Ururimi Model mubikorwa
Kumurika amashusho adafite umutekano cyangwa hanze ya politiki uyagereranya nibisobanuro byanditse kubintu bibujijwe.
Kumurika amashusho adafite umutekano cyangwa hanze ya politiki uyagereranije nibisobanuro byanditse kubirimo bibujijwe Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
CLIP na Icyerekezo-Ururimi Model mubikorwa
Gutunganya-kwikora cyangwa kwandika ibisobanuro binini byerekana ishusho yamakuru yubushakashatsi cyangwa e-ubucuruzi.
Gutunganya-kwikora cyangwa kwandika ibisobanuro binini byerekana amashusho yubushakashatsi cyangwa e-ubucuruzi Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, 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.