Incamake
AI mu igenzura ryiza ikoresha icyerekezo cya mudasobwa kugirango ibone inenge kumurongo wibyakozwe byihuse kandi bihamye kuruta ijisho ryabantu. Nibyingenzi kuko gufata inenge hakiri kare birinda kwibukwa bihenze, imyanda, n’umutekano muke mubikorwa byose.
AI mu kugenzura ubuziranenge ikoresha AI mu bidukikije byihariye aho amabwiriza, ibikorwa, no kwihanganira ingaruka bigira uruhare runini mu guhitamo ibishushanyo.
Kwibira cyane
Ku murongo wihuta cyane, umugenzuzi wumuntu arashobora kureba igice kubice by'isegonda hanyuma akapine hejuru. Sisitemu yo kureba AI isuzuma buri gice kumuvuduko wuzuye, 24/7, nta munaniro. Kamera ifata buri gicuruzwa hamwe nuyoboro wamenyerejwe wumuyoboro wibendera ryerekana ibishushanyo, gucamo, kudahuza, kubura ibice, cyangwa kwanduza. Ibi birakomeye cyane muri semiconductor, aho inenge ari microscopique, no muri farumasi, ibinyabiziga, ndetse n’ibicuruzwa. Inyungu nyamukuru ni uguhuzagurika: icyitegererezo gikoresha ibipimo bimwe kubintu bya miriyoni nkibya mbere. Uburyo bwa Anomaly-detection burashobora no kunaniza ibendera ntamuntu uteganijwe wiga uko 'bisanzwe' bisa no kumenyesha ikintu cyose cyatandukiriye, aho gukenera ingero zinenge zose zishoboka.
Ubushishozi
Sisitemu nyinshi zikoresha imiyoboro ihamye (CNNs) cyangwa impinduka zerekanwa zahuguwe kumashusho yanditseho ibice byiza kandi bifite inenge. Kuberako inenge nyazo zidasanzwe, amakipe akoresha gukoresha anomaly detection: imyitozo gusa kuburugero rusanzwe, hanyuma ibendera ryibarurishamibare, cyangwa kubyara inenge kugirango uhuze amakuru. Abanyamideli basohora ibyiciro (pass / gutsindwa), agasanduku kegeranye, cyangwa agasanduku ka pigiseli urwego rwerekana neza aho inenge iri. Urupapuro rwoherejwe rukora umwanzuro kumurongo muri milisegonda kugirango ugendane numusaruro.
Kumenya AI mubugenzuzi bwiza
AI mu igenzura ryiza ikoresha icyerekezo cya mudasobwa kugirango ibone inenge kumurongo wibyakozwe byihuse kandi bihamye kuruta ijisho ryabantu. Nibyingenzi kuko gufata inenge hakiri kare birinda kwibukwa bihenze, imyanda, n’umutekano muke mubikorwa byose. AI mu kugenzura ubuziranenge ikoresha AI mu bidukikije byihariye aho amabwiriza, ibikorwa, no kwihanganira ingaruka bigira uruhare runini mu guhitamo ibishushanyo. Kugirango wubake byimbitse, fata AI mubugenzuzi bwubuziranenge nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubikorwa, amatsinda akomeye akoresha AI mubugenzuzi bwubuziranenge ahuza ubushobozi bwa tekiniki na politiki ya domaine, ubugenzuzi, hamwe no gufata ibyemezo imbere. 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.
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri. Mugihe kimwe, ibisabwa byubuyobozi birashobora gutesha agaciro ubundi prototypes ikomeye. 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
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri.
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Imbogamizi za domeni zigira ingaruka zemewe namakosa yo kugenzura.
Imbogamizi za domeni zigira ingaruka zemewe namakosa yo kugenzura. 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 bigenda neza bihuza ubushobozi bwa tekiniki hamwe nakazi kambere.
Ibikorwa bigenda neza bihuza ubushobozi bwa tekiniki hamwe nakazi kambere. 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
Semiconductor fabs ikoresha icyerekezo cya AI kugirango imenye inenge ya microscopique wafer itagaragara mumaso yumuntu, irinda umusaruro wa chip uhenze.
Abakora amamodoka bagenzura gusudira, kurangiza irangi, hamwe nu mwanya wibikoresho hamwe na sisitemu ya kamera yerekana ibendera mugihe nyacyo kumurongo.
Abakora ibiryo bakoresha AI kugirango bamenye ibintu byanduye, ibikomere, cyangwa ibintu bitari byiza hanyuma babikureho mbere yo kubipakira.
Imiti ya farumasi ikoresha sisitemu yo kureba kugirango ibare ibinini, yuzuze urwego, hamwe nuburinganire bwa kashe kugirango hubahirizwe amategeko akomeye yumutekano.
Uburyo bwo Gushyira mu bikorwa
AI mubugenzuzi bufite ireme mubikorwa
Semiconductor fabs ikoresha icyerekezo cya AI kugirango imenye inenge ya microscopique wafer itagaragara mumaso yumuntu, irinda umusaruro wa chip uhenze.
Semiconductor fabs ikoresha icyerekezo cya AI kugirango imenye inenge ya microscopique wafer itagaragara kumaso yumuntu, kurinda umusaruro wa chip ihenze Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
AI mubugenzuzi bufite ireme mubikorwa
Abakora amamodoka bagenzura gusudira, kurangiza irangi, hamwe nu mwanya wibikoresho hamwe na sisitemu ya kamera yerekana ibendera mugihe nyacyo kumurongo.
Abakora amamodoka bagenzura gusudira, gusiga irangi, hamwe nu mwanya wibikoresho hamwe na sisitemu ya kamera yerekana inenge mugihe nyacyo kumurongo witeranirizo Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
AI mubugenzuzi bufite ireme mubikorwa
Abakora ibiryo bakoresha AI kugirango bamenye ibintu byanduye, ibikomere, cyangwa ibintu bitari byiza hanyuma babikureho mbere yo kubipakira.
Abakora ibiryo bakoresha AI kugirango bamenye ibintu byanduye, ibikomere, cyangwa ibintu bitari byiza hanyuma babikureho mbere yo gupakira Amakipe ubusanzwe abona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
AI mubugenzuzi bufite ireme mubikorwa
Imiti ya farumasi ikoresha sisitemu yo kureba kugirango ibare ibinini, yuzuze urwego, hamwe nuburinganire bwa kashe kugirango hubahirizwe amategeko akomeye yumutekano.
Imiti ya farumasi ikoresha sisitemu yo kureba kugirango ibare ibinini, yuzuze urwego, hamwe n’ubudahangarwa bwa kashe kugira ngo yubahirize amabwiriza akomeye y’umutekano Amakipe akunze kubona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho by’imbere, agakomeza inzira yo kuzamura abantu ku manza, kandi agakurikirana inyungu zibyara umusaruro hamwe n’ikosa ryigihe.
Ingaruka & Kurinda
Ibisabwa kugenzurwa birashobora gutesha agaciro ubundi prototypes ikomeye.
Amakuru yamateka arashobora gushiramo kubogama byangiza abaturage.
Sisitemu yumurage irashobora gushiraho uburyo bwo kwishyira hamwe nibiciro byihishe.
Igishushanyo mbonera
Shyiramo abahanga ba domaine kuva ibibazo bitegura gusuzuma.
Shyiramo abahanga ba domaine kuva ibibazo bitegura gusuzuma. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Shushanya inzira y'ubugenzuzi n'inyandiko mbere yo gutangira.
Shushanya inzira y'ubugenzuzi n'inyandiko mbere yo gutangira. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Emeza kubahiriza inshingano z'umutekano hakiri kare.
Emeza kubahiriza inshingano z'umutekano hakiri kare. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kuzenguruka mu byiciro hamwe no guhagarara neza no kugaruka.
Kuzenguruka mu byiciro hamwe no guhagarara neza no kugaruka. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.