E rua ngā hangarau AI matatau kua whakawhanakehia e Panasonic,
Kua whakaaetia ki CVPR2021,
te Huihuinga Hangarau AI Ārahi o te Ao
[1] Te Ira Mahi Kāinga: Te Mārama ki te Mahi Hanganga Whakarerekētanga
He harikoa mātou ki te whakapuaki kua whakawhanakehia e mātou he huinga raraunga hou "Home Action Genome" e kohikohi ana i ngā mahi o ia rā a te tangata i roto i ō rātou kāinga mā te whakamahi i ngā momo pūoko maha, tae atu ki ngā kāmera, ngā hopuoro me ngā pūoko wera. Kua hangaia e mātou, ā, kua tukuna te huinga raraunga maha-ara nui rawa atu o te ao mō ngā wāhi noho, engari he iti noa te tauine o te nuinga o ngā huinga raraunga mō ngā wāhi noho. Mā te whakamahi i tēnei huinga raraunga, ka taea e ngā kairangahau AI te whakamahi hei raraunga whakangungu mō te ako mīhini me te rangahau AI hei tautoko i te tangata i roto i te wāhi noho.
Haunga ngā mea o runga ake nei, kua whakawhanakehia e mātou he hangarau ako mahi tahi mō te mōhio ki ngā mahi whakarōpū i roto i ngā tirohanga maha me ngā tirohanga maha. Mā te whakamahi i tēnei hangarau, ka taea e mātou te ako i ngā āhuatanga ōrite i waenga i ngā tirohanga rerekē, ngā pūoko, ngā whanonga whakarōpū, me ngā tapanga whanonga taipitopito, ā, nā reira ka whakapai ake i te mahi mōhio ki ngā mahi uaua i roto i ngā wāhi noho.
Ko tēnei hangarau he hua o te rangahau i mahia i waenga i te Pokapū Hangarau Atamai Mamati, te Wehenga Hangarau, me te Stanford Vision and Learning Lab i Te Whare Wānanga o Stanford.
Pikitia 1: Te Māramatanga ki ngā Mahi Whakatakoto Ngātahi (CCAU) Mā te whakangungu ngātahi i ngā momo mahi katoa ka taea e tātou te kite i te whakapainga o te mahi.
Ka whakamahia e mātou ngā tapanga whakangungu taumata-ataata me ngā tapanga mahi ngota hei tuku i ngā ataata me ngā mahi ngota kia whai hua mai i ngā taunekeneke hanganga i waenganui i ngā mea e rua.
[2] AutoDO: Whakanuinga Aunoa Pakari mō ngā Raraunga Pīrori me te Haruru Tapanga mā te Whakarerekētanga Tūponotanga Tauine
E harikoa ana hoki mātou ki te whakapuaki kua whakawhanakehia e mātou tētahi hangarau ako mīhini hou e mahi aunoa ana i te whakanui raraunga tino pai i runga i te tohatoha o ngā raraunga whakangungu. Ka taea te whakamahi i tēnei hangarau ki ngā āhuatanga o te ao tūturu, ina he iti noa ngā raraunga e wātea ana. He maha ngā take i roto i ā mātou wāhanga pakihi matua, he uaua ki te whakamahi i te hangarau AI nā te mea he iti noa ngā raraunga e wātea ana. Mā te whakamahi i tēnei hangarau, ka taea te whakakore i te tukanga whakatikatika o ngā tawhā whakanui raraunga, ā, ka taea te whakarite aunoa i ngā tawhā. Nō reira, e tika ana kia horahia whānuitia te whānuitanga o te tono o te hangarau AI. I te heke mai, mā te whakateretere ake i te rangahau me te whanaketanga o tēnei hangarau, ka mahi mātou ki te whakatutuki i te hangarau AI ka taea te whakamahi i roto i ngā taiao o te ao tūturu pēnei i ngā taputapu me ngā pūnaha e mōhiotia ana. Ko tēnei hangarau te hua o te rangahau i whakahaerehia e te Pokapū Hangarau AI Mamati, te Wehenga Hangarau, te Taiwhanga AI o te Kamupene R&D Panasonic o Amerika.
Pikitia 2: Ka whakatauhia e AutoDO te raruraru o te whakanui raraunga (raruraru kaupapa here-tiritiri). Tērā pea kāore te tohatoha o ngā raraunga tereina whakanui (kikorangi pīrori) e ōrite ki ngā raraunga whakamātautau (whero totoka) i te wāhi huna:
Kāore i te tino whakanuia te "2", engari kua tino whakanuia te "5". Nō reira, kāore e taea e ngā tikanga o mua te taurite ki te tohatoha whakamātautau, ā, he hē te whakatau a te kaiwhakarōpū kua akohia, arā, ko f(θ).
Ka whakaaturia ngā taipitopito o ēnei hangarau ki te CVPR2021 (ka tū mai i te 19 o Hune, 2017).
Nō te paetukutuku mana o Panasonic te karere i runga ake nei!
Wā tuku: Pipiri-03-2021
