<prompt> Pfupisa nyaya yacho: Hondo yacho ndeyokurwira chiso chako. Facebook neGoogle vave vachipinda muhondo yealgorithm kuti vawane gadziriro yakakwana yokuziva zviso. Zvino Google yakataura kuti yakunda, ichiti FaceNet yayo itsva inenge yakakwana - kuwana munhu akakodzera 99.96 yenguva yacho. Gadziriro itsva yeGoogle yeFaceNet inenge yakakwana - kuwana munhu akakodzera 99.96 yenguva - pano, inoratidza kusiyana kwemamiriro emwenje ayo inogona kukunda. Vanzveri veGoogle vanodana gadziriro yavo kuti tekinoroji yakarurama zvikurusa iripo yokuziva zviso zvavanhu. Mupepa racho, rine musoro unoti FaceNet: A Unified Embedding for Face Recognition and Clustering, Google inotaura kuti hurongwa hwacho hwakakwanisa kunyatsoziva vanhu vanenge 100 muzana pazvinyorwa zvinonzi Labeled Faces in the Wild. Dhaseti yacho inoshandisa mifananidzo yechiso inopfuura 13 000 inobva paIndaneti kuyera kuti mashandisirwo acho akarurama zvakadini pakuongorora kana mifananidzo miviri iri yomunhu mumwe chete. Nzira yedu inoshandisa network yakadzika yakadzidziswa kunatsiridza zvakananga kubatanidzwa kwacho, panzvimbo pechikamu chepakati chebhodhoro sezvinoitwa nedzimwe nzira dzokudzidza dzakadzama, vanodaro vatsvakurudzi. Kuti tirovedze, tinoshandisa mapatya matatu akaenzana akaenzanaasingaenzani akaumbwa pachishandiswa nzira itsva yokutsvaka mapatya matatu paindaneti. Kubatsira kwokutaura kwedu ndiko kunyatsoshanda kwokufananidzira: tinowana unyanzvi hwokuziva zviso tichishandisa 128 bytes chete pachiso. Pane data yakashandiswa zvikuru yeLabeled Faces in the Wild LFW, gadziriro yedu inowana kunyatsotaura kutsva kwe99.63. PaYouTube Faces DB inowana 95.12. Gadziriro yedu inoderedza mwero wokukanganisa mukuenzanisa nomugumisiro wakanakisisa wakabudiswa ne30 pane zvose zviri zviviri zvemaseteti edata. FaceNet yakadzidziswa pamaseti makuru emifananidzo ane mamiriyoni 260 uye yakaita pa 86 muzana uye yakakwirira zvikuru mwero wokururama. Gore rakapera, boka revatsvakurudzi vokuChina rakati rakanga rabudirira kubudirira kunyatsotaura zviri kuitika zvinopfuura 99 muzana. Muchinyorwa chaJune 2014, vatsvakurudzi vepaFacebook vakati vanhu vanoongorora mifananidzo iri muLabeled Faces dataset vanokwanisa chete...  <response>: Mukwikwidzi weFacebook DeepFace anoshandisa tekinoroji kubva kukambani yeIsrael face.com. DeepFace inowana chiso chinowirirana nekururama kwe97.25. Vatsvakurudzi veGoogle vanodana gadziriro yavo kuti inonyatsorurama zvikurusa. Sisitimu yacho inogona kushandiswa kuziva mapikicha paGoogle otomatiki. 