Incamake
Kwiga bifatika ni ingamba zamahugurwa aho icyitegererezo ubwacyo gihitamo ingero zidashyizweho ikimenyetso umuntu agomba kuranga ubutaha. Nibyingenzi kuko kuranga amakuru ahenze, kandi guhitamo ubwenge birashobora kugera kubwukuri hamwe nigice cya annotasiyo.
Kwiga Gufatika bicaye mubikoresho bya AI. Iyo ubisobanukiwe, izindi ngingo za AI zoroha gusuzuma no kugereranya.
Kwibira cyane
Inyigisho nyinshi zikurikiranwa zifata ko usanzwe ufite ikirundo kinini cyamakuru yanditseho. Kwiga bifatika byerekana ko: utangirana nuduto duto twanditseho hamwe na pisine nini yingero zidashyizweho ikimenyetso, hanyuma usabe inshuro nyinshi umuntu ('oracle') kuranga gusa amakuru menshi. Icyitegererezo cyaratojwe, gikoreshwa mugutanga amanota atanditseho pisine, kandi ingero-zagaciro-zoherejwe zoherejwe - noneho loop isubiramo. Ingamba zihitamo rusange zirimo icyitegererezo kidashidikanywaho (hitamo ingero icyitegererezo kitizera cyane), kubaza-komite (hitamo aho itsinda ritemeranya), hamwe no gutoranya ibintu bitandukanye (bikubiyemo uturere dutandukanye twamakuru). Byakozwe neza, imyigire ikora irashobora guhuza neza-dataset yuzuye ukoresheje ibirango bike cyane, niyo mpamvu ikunzwe cyane mumashusho yubuvuzi, NLP, hamwe na domaine iyo ari yo yose itangaza impuguke itinda cyangwa ihenze.
Ubushishozi
Igitekerezo cyibanze ni ukugereranya buri ngingo 'agaciro' mbere yo kwishyura kugirango uyishyireho ikimenyetso. Icyitegererezo kidashidikanywaho gikoresha icyitegererezo ubwacyo - urugero nko gutoranya ingingo icyiciro cyo hejuru gishobora kuba cyegereye amahirwe, cyangwa hamwe na entropie yo hejuru cyangwa intera ntoya hagati y'ibyiciro bibiri byambere. Ikibazo-kuri-komite itoza moderi nyinshi kandi igahitamo ingingo aho zitemeranya cyane. Ingaruka nyamukuru ni uguhitamo kubogama: kurarikira kwiruka ukutamenya neza birashobora kwirengagiza uturere twose, kuburyo butandukanye cyangwa uburyo bwo kumenya ibyiciro bikunze guhurizwa hamwe.
Kumenya Kwiga Gufatika
Kwiga bifatika ni ingamba zamahugurwa aho icyitegererezo ubwacyo gihitamo ingero zidashyizweho ikimenyetso umuntu agomba kuranga ubutaha. Nibyingenzi kuko kuranga amakuru ahenze, kandi guhitamo ubwenge birashobora kugera kubwukuri hamwe nigice cya annotasiyo. Kwiga Gufatika bicaye mubikoresho bya AI. Iyo ubisobanukiwe, izindi ngingo za AI zoroha gusuzuma no kugereranya. Kugirango wubake byimbitse, fata Kwiga Gufatika nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubimenyerezo, amatsinda akomeye akoresha Kwiga kwubaka yubaka icyitegererezo gikomeye cyambere, hanyuma ushushanye izo moderi 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
Itsinda rya radiologiya rihugura ikibyimba mugukora ibendera ryikitegererezo scan idasobanutse neza kubashakashatsi ba radiologiste b'inzobere kuranga, bagabanya amasaha yo gutangaza.
Sisitemu ya spam cyangwa ibirimo-bigereranya sisitemu yubutumwa bwimbibi ntabwo byanze bikunze kubasuzuma abantu, bitezimbere byihuse kubibazo bikomeye.
Isosiyete imenyekanisha imvugo ihitamo amashusho y amajwi aho moderi yayo idashidikanywaho (indangururamajwi, urusaku) kugirango yohereze transcript, aho gushyiramo kode zidasanzwe.
Urutonde rwa e-ubucuruzi rukoresha ikibazo-kuri-komite gutora amashusho yibicuruzwa aho abantu benshi batabyemeranyaho, babishyira imbere kurutonde rwintoki.
Uburyo bwo Gushyira mu bikorwa
Kwiga Gufatika mubikorwa
Itsinda rya radiologiya rihugura ikibyimba mugukora ibendera ryikitegererezo scan idasobanutse neza kubashakashatsi ba radiologiste b'inzobere kuranga, bagabanya amasaha yo gutangaza.
Itsinda rya radiologiya rihugura ikibyimba cyerekana ibendera ryikitegererezo cyanone cyanone cyerekanwe kubashakashatsi ba radiologiste b'inzobere kugirango bandike, kugabanya amasaha yo gutangaza ku buryo butangaje Amakipe akunze kubona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Kwiga Gufatika mubikorwa
Sisitemu ya spam cyangwa ibirimo-bigereranya sisitemu yubutumwa bwimbibi ntabwo byanze bikunze kubasuzuma abantu, bitezimbere byihuse kubibazo bikomeye.
Sisitemu ya spam cyangwa ibirimo-bigereranya sisitemu yubutumwa bwimbibi ntabwo byanze bikunze kubisuzuma byabantu, bitezimbere byihuse kubibazo bigoye Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Kwiga Gufatika mubikorwa
Isosiyete imenyekanisha imvugo ihitamo amashusho y amajwi aho moderi yayo idashidikanywaho (indangururamajwi, urusaku) kugirango yohereze transcript, aho gushyiramo kode zidasanzwe.
Isosiyete imenyekanisha imvugo ihitamo amashusho yerekana amajwi aho moderi yayo itazwi neza (indangururamajwi, urusaku) kugirango yohereze inyandiko-mvugo, aho gushyiramo clips zidasanzwe Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo bikurikirana, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Kwiga Gufatika mubikorwa
Urutonde rwa e-ubucuruzi rukoresha ikibazo-kuri-komite gutora amashusho yibicuruzwa aho abantu benshi batabyemeranyaho, babishyira imbere kurutonde rwintoki.
Urutonde rwa e-ubucuruzi rukoresha ikibazo-kuri-komite kugirango itore amashusho yibicuruzwa aho abantu benshi batandukana, batabishyira imbere mubyiciro byintoki byanditseho Amakipe ubusanzwe babona ibisubizo byiza iyo basobanuye ibipimo byujuje ubuziranenge imbere, bagakomeza inzira yo kuzamura abantu kubibazo bikurikirana, kandi bagakurikirana 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 Kwiga Gufasha bifasha nuburyo bworoshye bworoshye.
Inyandiko aho Kwiga Gufasha bifasha nuburyo bworoshye bworoshye. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.