Kāmera Haumarutanga PCBA – Kaiwhakarato PCBA Ao e arotahi ana ki te Matauranga Horihori mō ngā tau 15
He aha ngā mea kei roto i te AI
1. Ko te ako mīhini tētahi o ngā kaupapa matua o te mātauranga horihori, e āhei ai ngā mīhini ki te whai i ngā pūkenga ako tangata. Mā te whakatauira i ngā whanonga ako tangata, ka taea e ngā mīhini te ako i te mātauranga tangata me te whakapai tonu i tō rātou hanganga mātauranga. He mea nui te ako mīhini i roto i te mara o te rangahau mātauranga horihori mā te kimi aunoa i ngā tauira mai i ngā raraunga hei hanga matapae tika me te tukatuka raraunga.
2. Ko te tirohanga rorohiko he whakamahinga o te matauranga horihori e āhei ai ngā rorohiko ki te kite me te mārama ki ngā mea me ngā tirohanga mā roto i ngā whakaahua, i ngā ataata rānei, e āhei ai te whakatauira me te tātari i ngā mōhiohio tirohanga. Ko te nuinga o te hangarau tirohanga rorohiko ko te whakarōpūtanga whakaahua, te kimi mea, te mohio kanohi, te mārama ki ngā tirohanga, te whakaputa whakaahua, me ētahi atu. He whānuitia ana whakamahinga, ā, ka taea te whakamahi i roto i ngā mara pēnei i te taraiwa motuhake, te aroturuki haumarutanga, te mohio kanohi, te whakaahua hauora, me ētahi atu.
3. Ko te hangarau karetao he whakamahinga o te matauranga horihori, e whakarei ake ana i ngā hangarau matua pēnei i ngā rauropi, e āhei ai ngā karetao ki te mahi aunoa i ngā mahi me te whakakapi i ngā mahi a te tangata. Kei roto i te hangarau karetao ngā waka rererangi, ngā karetao o te whare, ngā karetao hauora, me ētahi atu. Mā te whakakotahitanga o te hangarau matauranga horihori me te hangarau karetao ka huri i te tauira tuku iho o te umanga karetao, ka hanga he mara hou.
4. Kei roto i te mātauranga horihori te taraiwa motuhake, te mōhio ki ngā whakaahua, te tukatuka reo maori, te whakamāori mīhini, te tūtohutanga atamai, te karetao, te hanga atamai, me ētahi atu. Ko te taraiwa motuhake he tono nui o te mātauranga horihori, e whiwhi ana i ngā mōhiohio taiao huri noa mā roto i ngā pūoko pēnei i te LiDAR, ngā kāmera, me ētahi atu, ā, ka whakatau i ngā whakatau hei whakahaere i te nekehanga o ngā waka. Mā te taraiwa motuhake, ka taea e ngā waka te taraiwa motuhake me te kore e hiahiatia he whakahaere taraiwa, ka whakapai ake i te pai o te taraiwa me te haumaru.
5. Kei roto i te matauranga horihori te tirohanga rorohiko, te ako mīhini, te tukatuka reo maori, te hangarau karetao, te hangarau koiora, me ētahi atu. I roto i ēnei, ka whakamahia e te hangarau koiora ngā āhuatanga koiora o te tinana tangata pēnei i ngā tapumati, te kanohi, te iris, ngā uaua, te oro, te hikoi, me ētahi atu hei tautuhi whaiaro. Mā te hangarau koiora ka taea te mōhio me te manatoko i ngā āhuatanga koiora o te tangata mā te whakauru i te rorohiko, te tirohanga, te oro, ngā pūoko koiora, ngā tatauranga koiora me ētahi atu tikanga. Kua whakamahia whānuitia tēnei hangarau i roto i te rangahau mākete.
6. Te taunekeneke tangata-rorohiko: Ko te nuinga o te rangahau he ako i te whanaungatanga taunekeneke i waenga i ngā pūnaha me ngā kaiwhakamahi, tae atu ki te atanga taunekeneke tangata-rorohiko, te hangarau taunekeneke tangata-rorohiko me te whānuitanga o te taunekeneke tangata-rorohiko. Ko te taunekeneke tangata-rorohiko e pā ana ki te tukanga e whakawhitiwhiti kōrero ai ngā kaiwhakamahi me te whakahaere i ngā mōhiohio ki ngā rorohiko mā te atanga tangata-rorohiko. Mā te atanga tangata-rorohiko, ka taea e ngā kaiwhakamahi te uru atu me te whakahaere i ngā mahi, rauemi, me ngā kaupapa tono o te rorohiko. Ko te hangarau taunekeneke tangata-rorohiko kei roto ko te whānuitanga o te hoahoa atanga tangata-rorohiko, te hangarau taunekeneke tangata-rorohiko, me te taunekeneke tangata-rorohiko. Mā te atanga taunekeneke tangata-rorohiko, ka taea e ngā kaiwhakamahi te taunekeneke ki ngā rorohiko hei whakatutuki i ngā mahi me ngā ratonga.
7. Ko te hangarau pūnaha kore-kaimahi motuhake he pūnaha ka taea te whakahaere, te whakamahi rānei i ngā hangarau matatau me te kore wawaotanga a te tangata, ā, ka taea te whakamahi ki ngā mara pēnei i te taraiwa kore-kaimahi, ngā waka rererangi iti, ngā karetao ā-mokowā, me ngā awheawhe kore-kaimahi.
8. Ko te haumarutanga atamai he whakahaere haumarutanga e whakatinanahia ana mā te whakamahi i ngā pūnaha mātauranga horihori, e tātari ana i ngā ataata, ngā pūwāhi tirotiro me ētahi atu raraunga, tae atu ki ngā rauropi mātauranga horihori, hei aroturuki i te mara haumarutanga i te wā tūturu. He whānuitia ngā tono a te haumarutanga atamai i roto i ngā mara pēnei i te tirotiro, te mōhio kanohi me ngā hara hokohoko tangata.
9. Ko te kāinga atamai he pūnaha kāinga katoa i hangaia mā te whakamahi i te hangarau Ipurangi o ngā Mea, e tito ana i ngā taputapu atamai, ngā pūmanawa me ngā tūāpapa rorohiko kapua. Ka taea e ngā taputapu kāinga atamai te mahi motuhake me te whakahaere atamai mā te AI. Ehara i te mea he watea noa ngā kāinga atamai, engari ka taea hoki te penapena pūngao me te whakapai ake i te kounga o te noho.
He mea nui te mahi a te PCBA i te wā o te matauranga
Ko te PCBA te āhua e tāutahia ai ngā wāhanga hiko ki runga i tētahi papa hiko tā (PCB). I roto i ngā hua atamai, ka mahia e te PCBA ngā mahi matua pēnei i te tukatuka raraunga, te tuku tohu me te whakahaere mahi. Ka taea e te PCBA kounga teitei te whakarite kia pumau te mahi a ngā taputapu atamai i roto i ngā taiao rerekē, kia rite ki te mahi e hiahiatia ana, ā, kia roa te ora ratonga.
Te Whakamahinga o te Mātauranga Horihori
He whānuitia ngā whakamahinga o te HDI PCB i roto i te mara hiko, pērā i:
I te whanaketanga o te hapori, kua uru haere te mātauranga horihori ki roto i ō tātou oranga, ā, kua whakamahia i roto i ngā momo ahumahi. Ehara i te mea ko ngā painga ōhanga nui anake kua kawea mai e te AI ki ngā momo ahumahi, engari he maha ngā huringa me ngā whai wāhitanga kua kawea mai ki ō tātou oranga. He aha ngā whakamahinga o te mātauranga horihori i roto i ngā momo mara i ēnei rā?
1. Te whakamahinga o te mātauranga horihori i roto i te ao hangarau pūtea
I tēnei wā, ko ngā hangarau matauranga horihori pēnei i te ako mīhini, ngā kauwhata mātauranga, ngā raraunga koiora me ngā karetao mō te ratonga e whakamahia whānuitia ana i roto i ngā mara pēnei i te matapae pūtea, te ārai tinihanga, te whakatau nama me te tohutohu haumi atamai. Ko te matauranga horihori me ētahi atu hangarau he au tono nui mō te auahatanga hangarau pūtea ā muri ake nei, ā, he kaha nui hoki mō te auahatanga me te whanaketanga o te hangarau pūtea.
2. Ka taea e te matauranga horihori te arahi i ngā otinga pūngao
Mā te whakakotahi i te AI me te ako mīhini me te pūngao ka tere ake te whakamahi i te pūngao hou. Tērā pea ka waiho tātou e te Covid-19 ki te ngaro, ka mutu hoki ō tātou oranga me ā tātou oranga, engari ehara tēnei i te raruraru nui rawa atu e pā ana ki te ao. Kei te tū mai tētahi raruraru nui ake, e whakawehi ana i te oranga o te tangata: te huringa āhuarangi. Hei tere ake i te tukanga hurihanga pūngao, me whakauru te mātauranga horihori (AI) me te ako mīhini (ML) ki te pūngao. Ehara i te mea ko te AI anake e pā ana ki te whakahaere pūngao, engari ka taea hoki te noho hei taputapu whai hua hei aro atu ki te huringa āhuarangi e rite ana ki ā tātou whāinga whanaketanga tauwhiro.
3. Te whakamahi i te matauranga horihori hei whakatairanga i te whanaketanga o te umanga amiorangi
Ko ngā amiorangi te tūāpapa o te whatunga whakawhitiwhiti kōrero katoa, ā, ka taea e te matauranga horihori te whakahaere i ngā whatunga whakawhitiwhiti kōrero mariko hei āwhina i ngā amiorangi ki te whakarato ratonga whakawhitiwhiti kōrero pono me te whakatutuki i te aunoatanga o ngā mahi whakawhitiwhiti kōrero.
4. Te mōhio kanohi
Kua uru atu tēnei hangarau ki te nuinga o ngā whare. Ko te mōhio kanohi, e mōhiotia ana ko te mōhio poutū, he hangarau koiora e hangai ana ki ngā mōhiohio āhuatanga kanohi hei mōhio tuakiri. I tēnei wā, ko ngā hangarau e whakamahia ana mō te mōhio kanohi ko te tirohanga rorohiko, te tukatuka whakaahua, me ētahi atu.
5. Te āhua o te whakamahinga o nāianei o te matauranga horihori i roto i te mara o te ahuwhenua
I tēnei wā, kei te piki haere te matatau o te hangarau matauranga horihori, kei te huri haere ngā tikanga whakaputa, ā, kei te whānui haere te whakamahinga i roto i te ahuwhenua. Mā te whakamahinga o te matauranga horihori, ka taea te aroturuki tata atu i ngā hua, te mārama ki te āhua o te tipu, te whakakī anō i ngā matūkai me ngā patu pepeke e tika ana i te wā tika, me te whakarite kia tika ake te horopeta. Ehara i te mea ka karo noa i te para, engari ka taea hoki te whakatipu pai ake i ngā hua, te whakaputa hua me te whakahaere i ngā taru kino.
6. Ngā Tūmanako mō te Whakamahinga o te Matauranga Horihori i roto i te Haumarutanga Tūmatanui o te Tāone
Kua huri te whakamahinga o te mātauranga horihori hei pupuri i te haumarutanga tūmatanui o ngā tāone nui hei ia au hou, ā, he mārama ngā painga o te mātauranga horihori ki te whakapai ake i te kaha ki te whakarite i te haumarutanga tūmatanui o ngā tāone nui. Mā te whānui haere tonu o te tauine raraunga, te whakapai ake i te mana rorohiko me te arotautanga me te whanaketanga o ngā rauropi, ka tino whakaitihia te utu o te whakamahi i te hangarau mātauranga horihori, ka akiaki i te tere o te whanaketanga o ngā ahumahi e pā ana.
7. Te whakamahi i te matauranga horihori hei aroturuki i te mana whakahaere o ngā amiorangi ā-pōro
Mā te matauranga horihori ka whakaratohia he whakaahua amiorangi kounga teitei ki ngā kiritaki. Ā muri ake nei, ka whakamahia hoki hei aroturuki i ngā whakaahua o te Ao me te mahi tātari matauranga horihori i ngā whakaahua amiorangi, ka tutuki ai te hōtaka aunoa o ngā ratonga tono whakaahua. Whakarāpopototia ngā raraunga telemetry hei waihanga i ngā rauropi e pā ana ki ngā waka mokowhiti me te aroturuki i te āhua o ngā amiorangi i roto i te porowhita. Ka tutuki i a mātou te whakahaere aunoa i ngā pūnaha whakahaere whenua, ā, ka whakahaere pai i ngā whetū amiorangi nui.
8. Ngā waka motuhake
Ko te nuinga o ngā hua waka motuhake kua whakarewahia ki te mākete kua eke ki te taumata L2 o te taraiwa motuhake, ā, ko ētahi kua eke ki te taumata L3. Hei tauira, ko ngā tauira Audi A8 (C8), Volvo XC90 me Tesla kua whakauruhia ki te Autopilot 3.0 e kiia ana he waka motuhake L3. Ko te hangarau taraiwa motuhake he ia nui i roto i te whanaketanga o ngā waka o muri mai. Nā te iti o ngā taputapu me ngā maramara o te kite waka, kāore e taea te tere te rongonui o te taraiwa motuhake o te waka kotahi i Haina. Heoi, ka taea e ngā hangarau taraiwa āwhina me te haurua-aunoa o nāianei te whakaiti i ngā mōrearea maha i roto i te tukanga taraiwa.
