I-Panasonic iphuhlisa ubuchwephesha be-AI obuphambili,
Yamkelwe kwi-CVPR2021,
iNkomfa yobuChwephesha be-AI yeHlabathi
[1] I-Genome yesenzo saseKhaya: UkuQondwa kwesenzo esichasayo
Kuyasivuyisa ukwazisa ukuba siphuhlise idatha entsha "yeGenome yeNto yeKhaya" eqokelela imisebenzi yemihla ngemihla yabantu kumakhaya abo kusetyenziswa iindidi ezininzi zezivamvo, kubandakanya iikhamera, iimakrofoni kunye nezinzwa zobushushu. Siye sakha saza sakhulula eyona datha inkulu ehlabathini yeendawo zokuhlala, ngelixa uninzi lweeseti zedatha yeendawo zokuhlala bezincinci ngokwemilinganiselo. Ngokusebenzisa le datha, abaphandi be-AI banokuyisebenzisa njengedatha yoqeqesho lokufunda koomatshini kunye nophando lwe-AI ukuxhasa abantu kwindawo yokuhlala.
Ukongeza koku kungasentla, siye saqulunqa iteknoloji yokufunda ngokubambisana ukuze kuqatshelwe umsebenzi we-hierarchical kwi-multimodal kunye neembono ezininzi. Ngokusebenzisa le teknoloji, sinokufunda iimpawu ezihambelanayo phakathi kweembono ezahlukeneyo, izinzwa, iziphathamandla ze-hierarchical, kunye neelebhile zokuziphatha ezineenkcukacha, kwaye ngaloo ndlela siphucula ukuqatshelwa kwemisebenzi enzima kwiindawo zokuhlala.
Le teknoloji isiphumo sophando olwenziwa ngokubambisana phakathi kweZiko leTekhnoloji ye-AI yeDijithali, iCandelo leTekhnoloji, kunye nombono weStanford kunye neLebhu yokuFunda kwiYunivesithi yaseStanford.
Umzobo1: I-Cooperative Compositional Action Understanding (CCAU) Ukuqeqesha ngentsebenziswano zonke iindlela kunye kusivumela ukuba sibone ukusebenza okuphuculweyo.
Sisebenzisa uqeqesho sisebenzisa zombini umgangatho wevidiyo kunye neelebhile zesenzo seathom ukuvumela zombini iividiyo kunye neentshukumo zeathom ukuba zizuze kunxibelelwano lokuqamba phakathi kokubini.
[2] I-AutoDO: i-AutoAugment eyomeleleyo yeDatha eKhethekileyo eneNgxobhozo yeLeyibhile nge-Scalable Probabilistic Implicit Differentiation
Kwakhona siyavuya ukwazisa ukuba siye saqulunqa iteknoloji entsha yokufunda umatshini eyenza ngokuzenzekelayo ukwandisa idatha ngokufanelekileyo ngokusasazwa kwedatha yoqeqesho. Le teknoloji ingasetyenziswa kwiimeko zehlabathi zangempela, apho idatha ekhoyo incinci kakhulu. Kukho iimeko ezininzi kwiindawo zethu eziphambili zoshishino, apho kunzima ukusebenzisa iteknoloji ye-AI ngenxa yokulinganiselwa kwedatha ekhoyo. Ngokusebenzisa le teknoloji, inkqubo yokulungiswa kweeparitha zokwandisa idatha inokupheliswa, kwaye iiparitha zinokulungiswa ngokuzenzekelayo. Ngoko ke, kunokulindelwa ukuba uluhlu lwesicelo sobuchwepheshe be-AI lunokusasazwa ngokubanzi. Kwixesha elizayo, ngokuqhubeka nokukhawulezisa uphando kunye nophuhliso lobu buchwepheshe, siya kusebenza ukuqonda iteknoloji ye-AI enokusetyenziswa kwiindawo zangempela zehlabathi ezifana nezixhobo eziqhelekileyo kunye neenkqubo. Le teknoloji isiphumo sophando olwenziwa yi-Digital AI Technology Centre, iCandelo leTekhnoloji, i-AI Laboratory ye-Panasonic R & D Inkampani yaseMelika.
Umzobo 2: I-AutoDO isombulula ingxaki yokwandisa idatha (umgaqo-nkqubo we-DA owabiweyo) .ukuhanjiswa kwedatha yesitimela eyandisiweyo (i-dashed blue) ayinakuhambelana nedatha yovavanyo (obomvu oqinileyo) kwindawo efihliweyo:
"2" i-augmented under-augmented, ngelixa "5" ingaphezulu. Ngenxa yoko, iindlela zangaphambili azikwazi ukuhambelana nokusasazwa kovavanyo kwaye isigqibo somdidi ofundiweyo f(θ) asichanekanga.
Iinkcukacha zezi teknoloji ziya kuboniswa kwi-CVPR2021 (iya kubanjwa ukususela ngoJuni 19th, 2017).
Umyalezo ongentla uvela kwiwebhusayithi esemthethweni yePanasonic!
Ixesha lokuposa: Jun-03-2021
