Makhalidwe a Chitukuko ndi Ubwino wa Makina Owonera Makina

Ndi chitukuko chopitilira cha ukadaulo watsopano wojambula zithunzi, ukadaulo wanzeru zopanga zinthu, ndi ukadaulo wophunzirira mozama,masomphenya a makinaMakampani nawonso apita patsogolo mofulumira.

Makina owonera amatha kutsanzira ndikukwaniritsa ntchito zowoneka za anthu ndipo amagwiritsidwa ntchito kwambiri m'mafakitale, zamankhwala, ulimi, chitetezo ndi madera ena, zomwe zimapangitsa kuti anthu azikhala ndi zinthu zambiri zatsopano komanso zatsopano pa moyo wawo komanso kupanga zinthu.

1,Makhalidwe a chitukuko cha makina owonera

M'zaka zaposachedwapa, makina owonera awonetsa makhalidwe otsatirawa a chitukuko:

Kugwiritsa ntchito njira zophunzirira mozama

Ukadaulo wophunzirira mozama (monga ma network a convolutional neural) wakhala ukugwiritsidwa ntchito kwambiri mu makina owonera, zomwe zimapangitsa kuti kulondola komanso kugwira ntchito bwino kwa makina ojambulira zithunzi ndi kuzindikira zinthu.

Chifukwa chake, chitukuko cha ukadaulo wophunzirira mozama chalimbikitsa luntha ndi luso lochita zinthu zokha pa makina.

Nthawi yeniyeni komanso magwiridwe antchito apamwamba

Ndi kusintha kwa magwiridwe antchito a purosesa ndi kukonza kwa algorithm, liwiro la kukonza ndi liwiro la kuyankha kwamasomphenya a makinaMachitidwe akusinthasintha nthawi zonse, akukwaniritsa zofunikira kuti zigwire ntchito nthawi yeniyeni komanso moyenera.

Chifukwa chake, makina owonera agwiritsidwanso ntchito kwambiri m'magawo owongolera zochita zokha, kuyang'anira mwanzeru, ndi zina zotero.

Pitirizani kukulitsa madera ogwiritsira ntchito

Makina owonera makina amagwiritsidwa ntchito kwambiri m'magawo amakampani, zamankhwala, ulimi, chitetezo, ndi zina zotero, ndipo nthawi zonse akufalikira m'magawo atsopano, monga mizinda yanzeru, magalimoto opanda dalaivala, chitetezo cha cholowa cha chikhalidwe, ndi zina zotero.

Ngakhale kuti anthu akuthandiza kuthetsa mavuto pakupanga ndi moyo, makina owonera makina akukulitsanso nthawi zonse zochitika zatsopano zogwiritsira ntchito ndi madera amalonda.

Mapulogalamu Anzeru Pakhomo

Kuphatikizana kwa ma domain osiyanasiyana

Machitidwe a masomphenya a makina akugwirizanitsidwa kwambiri ndi magawo ena (monga luntha lochita kupanga, intaneti ya zinthu, deta yayikulu, ndi zina zotero) kuti apange machitidwe anzeru komanso omveka bwino.

Mwachitsanzo, makina owonera amagwiritsidwa ntchito m'nyumba zanzeru, mayendedwe anzeru, kupanga zinthu mwanzeru ndi madera ena kuti akwaniritse kulumikizana kwa chidziwitso ndi ntchito yogwirizana pakati pa makina osiyanasiyana.

Chidziwitso cha ogwiritsa ntchito ndi kutchuka

Pamene ukadaulo wa makina ukukulirakulira ndikukhala wotchuka kwambiri, malire oti ogwiritsa ntchito agwiritse ntchito ndi ochepa.masomphenya a makinaMachitidwe akuchepa kwambiri, ndipo zomwe ogwiritsa ntchito akumana nazo zasinthanso.

Chifukwa chake, makina owonera akuchulukirachulukira m'miyoyo yathu ya tsiku ndi tsiku, monga kutsegula mafoni a m'manja ndi kuyang'anira makamera opanda anthu, zomwe zimapangitsa kuti zinthu zikhale zosavuta komanso zotetezeka.

2,Ubwino wa Makina Owonera Makina

Pali ubwino wambiri wa makina owonera, makamaka kuphatikizapo zinthu zotsatirazi:

Kulondola-

Mothandizidwa ndi ukadaulo wapamwamba monga kuphunzira mozama, makina owonera bwino omwe amapangidwa mosamala ali ndi kulondola kwakukulu pakuzindikira zinthu, kuzindikira nkhope, kukonza zithunzi, ndi zina zotero, kuchepetsa kusokoneza kwa zinthu za anthu ndikuwonjezera kulondola kwa zotsatira.

Kuchita bwino-

Masomphenya a makinaMakina amatha kukonza mwachangu komanso molondola zithunzi zambiri kapena makanema, kupeza chidziwitso chodzizindikiritsa, kuzindikira, ndi kusanthula, komanso kukonza bwino ntchito ndi kupanga.

Zokha ndi luntha-

Makina owonera makina amatha kugwira ntchito yokonza ndi kusanthula zithunzi zokha, motero amachepetsa kugwiritsa ntchito ndi manja, kukonza magwiridwe antchito bwino komanso molondola, komanso kukwaniritsa kupanga ndi kuyang'anira mwanzeru.

Kudalirika-

Popanda ntchito ya anthu, makina owonera sakhudzidwa ndi malingaliro, kutopa ndi zinthu zina pokonza deta ya zithunzi. Amatha kukhalabe ndi ntchito yokhazikika komanso yodalirika komanso kuchita kukonza ndi kusanthula deta mosalekeza.

Kuwonetsa zinthu m'maganizo-

Makina owonera zithunzi amatha kupereka zithunzi zovuta kwa ogwiritsa ntchito kudzera mu mawonekedwe, zomwe zimapangitsa kuti kusanthula deta kukhale kosavuta komanso kosavuta kumva.

Mapulogalamu owongolera zokha

Mapulogalamu osiyanasiyana-

Makina owonera makina angagwiritsidwe ntchito m'magawo osiyanasiyana, monga kupanga mafakitale, kusanthula zithunzi zachipatala, kuyang'anira chitetezo, mayendedwe anzeru, luntha la zaulimi, ndi zina zotero, ndipo ali ndi kusinthasintha kwakukulu komanso kufalikira.

Pompopompo-

Enamasomphenya a makinaMachitidwe alinso ndi mphamvu zogwirira ntchito nthawi yeniyeni, ndipo amatha kuyankha mwachangu kusintha komwe kumachitika pamalopo, kuzindikira kuwunika nthawi yeniyeni, machenjezo oyambirira komanso ntchito zobwezera.

Maganizo Omaliza:

Ngati mukufuna kugula mitundu yosiyanasiyana ya magalasi owunikira, owunikira, owunikira ma drone, nyumba yanzeru, kapena ntchito ina iliyonse, tili ndi zomwe mukufuna. Lumikizanani nafe lero kuti mudziwe zambiri za magalasi athu ndi zowonjezera zina.