Izinyathelo zokwethula ubuhlakani bokwenziwa ezinhlelweni zamakhamera kanye nezindlela zokuthuthukiswa kwesikhathi esizayo zezinhlelo zamakhamera ze-AI

Ukwethula i-AI ezinhlelweni zamakhamera ezikhona akugcini nje ngokuthuthukisa ukusebenza kahle kokuqapha kanye nokunemba, kodwa futhi kuvumela ukuhlaziywa kwezigcawu okuhlakaniphile kanye namakhono okuxwayisa kusenesikhathi.

Izindlela Zobuchwepheshe Zokwethula I-AI

Izinyathelo Zokwethula I-AI

Ukuhlaziywa Kwezidingo Nokukhethwa Kobuchwepheshe

Ngaphambi kokusebenzisa i-AI, udinga ukwenza ukuhlaziywa okuningiliziwe kwezidingo zesistimu yekhamera ekhona, unqume imisebenzi yokuqapha edinga ukuthuthukiswa, bese ukhetha ubuchwepheshe be-AI obufanele. Isibonelo, uma umgomo uwukuthuthukisa ukunemba kokuhlonza umuntu, ubuchwepheshe bokubona ubuso obunembile kakhulu bungakhethwa.

 Ukuthuthukiswa Kwehadiwe Nokuhlanganiswa Kwesistimu

Ukuze kuhlangatshezwane nezidingo zamandla okusebenzisa ubuchwepheshe be-AI, ihadiwe yesistimu yokuqapha idinga ukuthuthukiswa, njengokwengeza amaseva asebenza kahle kakhulu namadivayisi okugcina. Ngaphezu kwalokho, amakhamera anesinqumo esiphezulu kudingeka afakwe ukuqinisekisa ukucaca kwedatha yevidiyo kanye nokusebenza kahle kokucubungula. Ngesikhathi sokuhlanganiswa kwesistimu, ama-algorithms e-AI afakwa epulatifomu yokuqapha ukuze kuvunyelwe ukuhlaziywa kanye nokucutshungulwa kwedatha yevidiyo ngesikhathi sangempela.

Ukuhlolwa Nokuthuthukiswa Kwesistimu

Ngemva kokuthi ukuhlanganiswa kwesistimu sekuqediwe, ukuhlolwa okuphindaphindiwe kuyadingeka ukuze kutholakale futhi kuxazululwe izinkinga zokusebenza nokuqinisekisa ukusebenza okuzinzile nokuphumelelayo kobuchwepheshe be-AI. Ngokusebenzisa izivivinyo zesikhathi eside, ama-algorithms alungiswa izikhathi eziningi ukuze kuthuthukiswe amakhono obuhlakani besistimu kanye nokuphendula okuphuthumayo.

Izinselele Nezixazululo Zokwethula I-AI

Izinkinga Zobumfihlo Nokuphepha

Ukwethula ubuchwepheshe be-AI kungaphakamisa ukukhathazeka ngobumfihlo nokuphepha. Isibonelo, amakhamera angase athwebule ulwazi lomuntu siqu olubucayi, njengobuso namapuleti elayisensi. Ukuze kuxazululwe le nkinga, ubuchwepheshe bokuhlonza ulwazi lomuntu siqu bungasetshenziswa ukufiphaza ubuso, amapuleti elayisensi, kanye nezindawo ezithile ukuqinisekisa ukuvikelwa kobumfihlo.

Ukuhambisana kwehadiwe nesofthiwe

Uma wethula ubuchwepheshe be-AI, izinkinga zokuhambisana kwehadiwe nesofthiwe zingase ziphakame. Isibonelo, amamodeli athile okufunda okujulile angadinga ukwesekwa kwehadiwe ethile, njenge-GPU noma i-NPU. Ukuze kuxazululwe le nkinga, amaprosesa anezakhiwo eziningi ezingafani, njenge-AM69A, angasetshenziswa. Ahlanganisa ama-core amaningi kanye nama-hardware accelerator ukuze ahlangabezane nezidingo zezimo ezahlukene zohlelo lokusebenza.

Ukugcinwa Nokuphathwa Kwedatha

Ukusetshenziswa kobuchwepheshe be-AI kukhiqiza idatha eningi kakhulu, futhi indlela yokugcina nokuphatha le datha ngempumelelo iyinkinga ebalulekile. Ukuze kuxazululwe lokhu, kungasetshenziswa i-edge computing ehlanganisiwe kanye nokwakhiwa kwamafu. Amadivayisi e-Edge anesibopho sokucubungula nokuhlaziya idatha ngesikhathi sangempela, kuyilapho ifu lisetshenziselwa ukugcina idatha yomlando nokwenza ukuhlaziywa kwamaphethini amakhulu.

Izitayela Zentuthuko Yesikhathi Esizayo

Amazinga Aphakeme Obuhlakani Nokuzenzakalela

Esikhathini esizayo, ubuchwepheshe bobuhlakani bokwenziwa (AI) buzokwenza izinhlelo zamakhamera zihlakaniphe kakhulu futhi zizenzeke ngokuzenzakalela. Isibonelo, ngokusebenzisa ama-algorithms okufunda okujulile, izinhlelo zamakhamera zingabona futhi zicubungule ngokuzenzakalelayo izimo eziyinkimbinkimbi, njengokuhlaziywa kokuziphatha kwesixuku kanye nokutholakala kwemicimbi engavamile. Ngaphezu kwalokho, uhlelo lungalungisa ngokuzenzakalelayo amasu okuqapha ngokusekelwe kudatha yesikhathi sangempela, kuthuthukiswe ukusebenza kahle kokuqapha.

Ukuhlanganiswa Okujulile Nezinye Ubuchwepheshe

I-AI izohlanganiswa ngokujulile ne-5G, i-Internet of Things (IoT), kanye namawele edijithali. I-5G izohlinzeka ngezinhlelo zamakhamera ngamanethiwekhi okuxhumana asheshayo nazinzile, asekela ukudluliswa kwedatha ngesikhathi sangempela kanye nokulawula okude. I-IoT izovumela ukusebenzisana phakathi kwamadivayisi, ivumele izinhlelo zamakhamera ukuthi zisebenzisane namanye amadivayisi ahlakaniphile. Amawele edijithali azohlinzeka ngendawo ebonakalayo esebenza kahle kakhulu yokuklama, ukuhlola, kanye nokwenza ngcono izinhlelo zamakhamera.

Izimo Zokusebenza Ezibanzi

Ngokuthuthuka okuqhubekayo kobuchwepheshe bobuhlakani bokwenziwa, izimo zokusetshenziswa kwayo ezinhlelweni zamakhamera zizoba ziningi kakhulu. Ngaphandle kwezinhlelo zokusebenza zokuphepha nokuqapha zendabuko, i-AI izosetshenziswa nasezindaweni eziningi ezahlukene, okuhlanganisa ezokuthutha ezihlakaniphile, amadolobha ahlakaniphile, ukukhiqiza okuhlakaniphile, kanye nokunakekelwa kwempilo. Isibonelo, kwezokuthutha ezihlakaniphile, i-AI ingasetshenziswa ukwenza ngcono ukulawulwa kwesignali yethrafikhi, ukubikezela ukuhamba kwethrafikhi, kanye nokubona ngokuzenzakalelayo izingozi zethrafikhi. Ekunakekelweni kwezempilo, i-AI ingasetshenziswa ekuhlaziyweni kwezithombe ze-telemedicine kanye nezithombe zezokwelapha.

Fingqa

Esikhathini esizayo, ngentuthuko eqhubekayo yobuchwepheshe bobuhlakani bokwenziwa, ukusetshenziswa kwayo ezinhlelweni zamakhamera kuzoba okuhlakaniphe kakhulu, okuzenzakalelayo nokuhlukahlukene, okuletha inani elikhulu ekuthuthukisweni kwemikhakha ehlukahlukene.