Whakarāpopototia te tuhinga:  Ko te pakanga mō tōu mata. Kua uru a Facebook me Google ki tētahi pakanga hātepe hei waihanga i te pūnaha kitenga mata tino pai. Inaianei kua kī a Google i te wikitoria hou, e kī ana he tino tika tōna pūnaha FaceNet hou - e whiwhi ana i te tangata tika i te 99.96% o te wā. Ko te pūnaha FaceNet hou a Google he tino pai - ka whiwhi i te tangata tika 99.96% o te wā - i konei, ka whakaatu i te momo o te āhuatanga rama e taea e te reira te wikitoria. E kī ana ngā kairangahau o Google ko tā rātau pūnaha te hangarau tino tika e wātea ana mō te mōhio ki ngā mata tangata. I roto i te pepa, ko te taitara 'FaceNet: A Unified Embedding for Face Recognition and Clustering', e kii ana a Google kua tutuki i te punaha tata ki te 100 ōrau te tere o te tika i runga i te kohinga raraunga mohio ki te kanohi kua tohua ko nga Mata i te Wild. Ka whakamahia e te huinga raraunga neke atu i te 13,000 ngā whakaahua kanohi mai i te Ipurangi hei ine i te tika o ngā hātepe hei whakamatau mēnā he whakaahua ōrite te tangata kotahi. 'Ka whakamahia e ta maatau tikanga he whatunga hohonu hohonu i whakangunguhia kia pai ake ai te whakauru i a ia ano, kaua ki te paparanga whitiki takawaenga penei i nga huarahi ako hohonu o mua,' e kii ana nga kairangahau. 'Ki te whakangungu, ka whakamahia e matou nga tokotoru o nga papa kanohi e rite ana / e kore e rite ana i hangaia ma te whakamahi i te tikanga keri tuihono tuihono hou. "Ko te painga o ta maatau huarahi he nui ake te kaha o te whakaaturanga: ka tutuki i a maatau nga mahi mohio o te ahua o te ahua ma te whakamahi i te 128-byte mo ia mata. "I runga i te huinga raraunga Labeled Faces in the Wild (LFW) e whakamahia whānuitia ana, ka tutuki i ta maatau punaha he tika rekoata hou mo te 99.63%. 'I runga i te YouTube Faces DB ka eke ki te 95.12%. Ka whakaitihia e tā mātou pūnaha te auau hapa i te whakataurite ki te hua pai rawa i whakaputaina e 30% i runga i ngā huinga raraunga e rua. I whakaakona a FaceNet ki runga i tētahi huinga raraunga nui e 260 miriona ngā whakaahua, ā, i whakatutukihia ki te 86 ōrau, neke atu rānei te auau tika. I te tau kua hipa, i kī tētahi rōpū kairangahau Hainamana kua tutuki pai ake i te 99 ōrau te tika. I roto i te pepa o Pipiri 2014, i kii nga kairangahau a Facebook ko nga tangata e wetewete ana i nga whakaahua i roto i te kohinga raraunga o nga Mata Taarua ka taea anake te...
Ka whakamahia e te DeepFace o Facebook te hangarau mai i te kamupene Israeli face.com. Ka kitea e DeepFace tētahi mata ōrite me te tika 97.25%. E kīia ana e ngā kairangahau a Google ko tō rātou pūnaha te hangarau tino tika rawa atu. Ka taea te whakamahi i te pūnaha ki te mōhio aunoa i ngā whakaahua i runga i te Google+.