Incamake
__AIU_PROTECTED_13 __- kwiga, cyangwa 'kwiga kwiga,' itoza icyitegererezo cyo kumenyera vuba imirimo mishya uhereye ku ngero nke gusa. Nibyingenzi kuko isunika AI yerekeza kumuntu-guhinduka kugirango umuntu amenye ikintu gishya adafite imibare nini.
__AIU_PROTECTED_13 __- Kwiga bicaye mubikoresho bya AI. Iyo ubisobanukiwe, izindi ngingo za AI zoroha gusuzuma no kugereranya.
Kwibira cyane
__AIU_PROTECTED_13 __- kwiga bigamije kubyara icyitegererezo cyiga imirimo mishya byihuse mumahugurwa mumirimo myinshi itandukanye aho kuba imwe. Aho kugirango uhindure imibare imwe, icyitegererezo gihura nogusaranganya imirimo mugihe cy '' meta-imyitozo ', aho buri gikorwa gifite inkunga ntoya (yo kwigira) hamwe nikibazo (kugirango gisuzumwe). Intego ni ugushakisha aho utangirira cyangwa ingamba rusange, mugihe rero umurimo mushya ugeze, hakenewe intambwe nkeya gusa cyangwa ingero. Ubu bushobozi 'buke-burasa' ni hagati mu murima. Inzira zizwi zirimo MAML, yiga intangiriro yoroshye guhuza neza, hamwe nuburyo bushingiye kubipimo nka Prototypical Networks, bishyira mubikorwa ugereranije na prototypes yize.
Ubushishozi
Icyitegererezo-Agnostic __AIU_PROTECTED_13 __- Kwiga (MAML) ikoresha ikizunguruka. Umuzenguruko w'imbere uhuza icyitegererezo n'umurimo runaka hamwe n'intambwe nkeya; loop yo hanze ivugurura ibipimo byumwimerere kuburyo, nyuma yo guhuza n'imihindagurikire, imikorere iri hejuru mubikorwa byinshi. Muburyo bunoze bwo guhuza n'imihindagurikire yihuse aho kuba inshingano zukuri, rimwe na rimwe bisaba icyiciro cya kabiri.
Kumenya __AIU_PROTECTED_13 __- Kwiga
__AIU_PROTECTED_13 __- kwiga, cyangwa 'kwiga kwiga,' itoza icyitegererezo cyo kumenyera vuba imirimo mishya uhereye ku ngero nke gusa. Nibyingenzi kuko isunika AI yerekeza kumuntu-guhinduka kugirango umuntu amenye ikintu gishya adafite imibare nini. __AIU_PROTECTED_13 __- Kwiga bicaye mubikoresho bya AI. Iyo ubisobanukiwe, izindi ngingo za AI zoroha gusuzuma no kugereranya. Kugirango wubake byimbitse, fata __AIU_PROTECTED_13 __- Kwiga 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 __AIU_PROTECTED_13 __- Kwiga byubaka icyitegererezo gikomeye cyibitekerezo, hanyuma ushushanye izo ngero kubibuza umusaruro. 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.
Iragufasha gutandukanya ibyifuzo bya tekiniki bisobanutse nururimi rwo kwamamaza. Igihe kimwe, Amakipe atandukanye arashobora gukoresha ijambo rimwe muburyo butandukanye, sobanura intera hakiri kare. 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
Iragufasha gutandukanya ibyifuzo bya tekiniki bisobanutse nururimi rwo kwamamaza.
Iragufasha gutandukanya ibyifuzo bya tekiniki bisobanutse nururimi rwo kwamamaza. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Urashobora kubaza ibibazo byiza byo gushyira mubikorwa mbere yo gukoresha amafaranga cyangwa igihe.
Urashobora kubaza ibibazo byiza byo gushyira mubikorwa mbere yo gukoresha amafaranga cyangwa igihe. 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 afite imyumvire isangiwe akora ibicuruzwa byiza, politiki, nibyemezo byo kwiga.
Amakipe afite imyumvire isangiwe akora ibicuruzwa byiza, politiki, nibyemezo byo kwiga. 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
Amashusho make-yerekana amashusho, aho icyitegererezo kimenya ibintu bishya kuva kumurongo umwe kugeza kuri bitanu byanditseho ingero.
Imashini za robo, aho robot meta-yatojwe kumirimo myinshi ihuza numurimo mushya wa manipulation muminota.
Icyifuzo cyihariye cyangwa ubuhanuzi bwa clavier bihuza byihuse numukoresha mushya ufite amakuru make.
Kuvumbura ibiyobyabwenge, aho icyitegererezo gihuza no guhanura imiterere yicyiciro gishya cya molekile uhereye kubipimo bike byapimwe.
Uburyo bwo Gushyira mu bikorwa
__AIU_PROTECTED_13 __- Kwiga mubikorwa
Amashusho make-yerekana amashusho, aho icyitegererezo kimenya ibintu bishya kuva kumurongo umwe kugeza kuri bitanu byanditseho ingero.
Amashusho make-yerekana amashusho, aho icyitegererezo kimenyekanisha ibyiciro bishya kuva kumurongo umwe kugeza kuri bitanu byanditseho ingero Ubusanzwe amakipe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
__AIU_PROTECTED_13 __- Kwiga mubikorwa
Imashini za robo, aho robot meta-yatojwe kumirimo myinshi ihuza numurimo mushya wa manipulation muminota.
Imashini za robo, aho robot meta-yatojwe kumirimo myinshi ihuza numurimo mushya wa manipulation muminota mike Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi agakurikirana inyungu zibyara umusaruro nibiciro byigihe.
__AIU_PROTECTED_13 __- Kwiga mubikorwa
Icyifuzo cyihariye cyangwa ubuhanuzi bwa clavier bihuza byihuse numukoresha mushya ufite amakuru make.
Icyifuzo cyawe bwite cyangwa guhanura clavier bihuza byihuse nu mukoresha mushya ufite amakuru make Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimanza, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
__AIU_PROTECTED_13 __- Kwiga mubikorwa
Kuvumbura ibiyobyabwenge, aho icyitegererezo gihuza no guhanura imiterere yicyiciro gishya cya molekile uhereye kubipimo bike byapimwe.
Kuvumbura ibiyobyabwenge, aho icyitegererezo gihuza no guhanura imiterere yicyiciro gishya cya molekile uhereye ku ngero nke zapimwe Amakipe ubusanzwe abona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
Ingaruka & Kurinda
Amakipe atandukanye arashobora gukoresha ijambo rimwe muburyo butandukanye, sobanura intera hakiri kare.
Ibipimo birashobora kugaragara bikomeye mugihe imikorere-yisi-itaringaniye.
Kwirengagiza ubuziranenge bwamakuru na gahunda yo gusuzuma akenshi bitanga ibisubizo byoroshye.
Igishushanyo mbonera
Tangira nururimi rusobanutse rwibisubizo ukeneye.
Tangira nururimi rusobanutse rwibisubizo ukeneye. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Toranya intsinzi imwe hamwe nuburyo bumwe bwo gutsindwa mbere yo kwipimisha.
Toranya intsinzi imwe hamwe nuburyo bumwe bwo gutsindwa mbere yo kwipimisha. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Koresha umuderevu muto hamwe namakuru ahagarariye, ntabwo ari demo yashizweho.
Koresha umuderevu muto hamwe namakuru ahagarariye, ntabwo ari demo yashizweho. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Inyandiko aho __AIU_PROTECTED_13 __- Kwiga bifasha kandi nuburyo bworoshye bworoshye.
Inyandiko aho __AIU_PROTECTED_13 __- Kwiga bifasha kandi nuburyo bworoshye bworoshye. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.