IPanasonic iphuhlisa ezimbini zeTekhnoloji ye-AI ephambili,
Yamkelwe kwiCVRT2021,
INkomfa yeTekhnoloji yeHlabathi yeHlabathi yeHlabathi yeHlabathi
[1] I-Geome yasekhaya i-genome: Ukuqonda okuqhelekileyo
Siyavuya ukwazisa ukuba siphuhlise i-datatat entsha "yesenzo sasekhaya se-genome" esiqokelela imisebenzi yemihla ngemihla emakhayeni abo besebenzisa iindidi ezininzi zenzwa, kubandakanya iikhamera, i-microphones kunye nezixhobo ze-roses. Sele sakhiwe kwaye sakhupha i-dataset enkulu ye-Mulmodial yeZithuba zokuhlala, ngelixa uninzi lweenkcukacha kwiindawo zokuhlala zincinci kakhulu emncinci. Ngokusebenzisa le datha, abaphandi be-AI banokuyisebenzisa njengedatha yoqeqesho yokufunda umatshini wokufunda kunye ne-AI ukuxhasa abantu kwindawo yokuhlala.
Ukongeza koku kungasentla, siphuhlise itekhnoloji yokufunda yentsebenzo yokwamkelwa komsebenzi we-hierarchical kwi-Multimodal kunye neembono ezininzi. Ngokusebenzisa le teknoloji, sinokufunda amanqaku aguqukayo phakathi kweembono ezahlukeneyo, iziphoso, indlela yokuziphatha eneenkcukacha, kwaye ke ndiphucule inyathelo lokwamkelwa kwemisebenzi yokuphila.
Itekhnoloji yesiphumo sophando olwenziwe ngokubambisana phakathi kweZiko leeTekhnoloji yeDijithali, icandelo leTekhnoloji, kunye nombono weTStaford kunye ne-Lab yokufunda kwiYunivesithi yaseStanford.
Umzobo1: Intsebenziswano yoMsebenzi wokuQalisa (i-CCAU) Inguqeqeshekileyo
Sisebenzisa uqeqesho usebenzisa iilebhile zevidiyo kunye ne-atomic isenzo sokuvumela zombini iividiyo kunye nezenzo zeatomic ukuze zixhamle kunxibelelwano oluqhelekileyo phakathi kwezi zimbini.
[2] I-Autodo: I-Autodo I-Autougsment ye-Autousment yedatha ebhalwe nge-ilebheli nge-ilebhile ngokusebenzisa umahluko onamafutha afanelekileyo
Siyavuya ukwazisa ukuba siphuhlise itekhnoloji yokufunda yoomatshini entsha eyenza ngokuzenzekelayo i-opement yedatha yedatha ngokweenkcukacha zoqeqesho. Itekhnoloji inokusetyenziswa kwiimeko zehlabathi zokwenyani, apho idatha ikhoyo incinci kakhulu. Zininzi iimeko kwiindawo zethu zeshishini, apho kunzima ukusebenzisa itekhnoloji ye-AI ngenxa yemida yedatha ekhoyo. Ngokusebenzisa le teknoloji, inkqubo yokuthengiswa kweeparamitha zokunyanzeliswa kwedatha inokupheliswa, kwaye iiparameter zingahlengahlengiswa ngokuzenzekelayo. Ke ngoko, kunokulindeleka ukuba uluhlu lwesicelo setekhnoloji lunokusasazeka ngokubanzi. Kwixesha elizayo, ngokuqhubeka nokukhawulezisa uphando kunye nophuhliso lwale teknoloji, siya kusebenza ukuqaphela itekhnoloji ye-AI enokusetyenziswa kwiindawo zehlabathi zokwenyani ezinjengezixhobo eziqhelekileyo kunye neenkqubo. Itekhnoloji yesiphumo sophando olwenziwe liZiko leeTekhnoloji yeDijithali yeDijithali, icandelo leTekhnoloji, iAi Laboratoric R & D Inkampani yaseMelika.
Umzobo 2: I-Autodo isondela iNgxaki yeDatha yeDatha (umgaqo-nkqubo we-Aund-Act-Act Dilemma) .Ukusasazwa kwedatha yoqeqesho eyongezelelweyo (iBlud) ayinakuthelekisa idatha yovavanyo (
"2" ingaba baqiniswe, ngelixa "5" iyadilizwa. Ngenxa yoko, iindlela zangaphambi kwexesha azinakuthelekisa ukusasazwa kovavanyo kunye nesigqibo seClassifier F (θ) ayichanekanga.
Iinkcukacha zobugcisa ziya kwenziwa kwi-CVRT2021 (eza kubanjwa ngoJuni 19, 2017).
Ngaphezulu komyalezo kuvela kwiwebhusayithi esemthethweni yePananic!
IXESHA LOKUQALA: IJuni-03-2021
