UMHLAHLANDLELA WOKUSEBENZA

I-AI Ekutholweni Kwesizinda Semivubukulo

I-AI iskena izithombe zesathelayithi, izithombe zasemoyeni, nendawo eskeniwe nge-laser ukuze ibone amasayithi emivubukulo agqitshiwe noma afihliwe abahloli bomhlaba abangageja.

2 amaminithi ukufundaIgcine ukubuyekezwa

Uhlolojikelele

It dramatically speeds up the search across landscapes too vast to walk on foot.

I-Deep Dive

Abavubukuli baya ngokuya besebenzisa ukufunda ngomshini ukuze bathole amasayithi ngaphandle kokumba kuqala. Amanethiwekhi e-Convolutional neural aqeqeshwa ezibonelweni ezilebulwe ezicini ezaziwayo (izindunduma zokungcwaba, imigwaqo yakudala, izinhlelo zenkundla, izisekelo zokwakha) bese askena izindawo ezinkulu zezithombe ukuze uthole amaphethini afanayo. Umthombo wedatha oyinhloko yi-LiDAR, eqhumisa ama-laser pulse endizeni noma ezindizeni ezingenalutho futhi ikala ukubuya kwazo ukuze kwakhiwe imodeli enembile ye-3D yomhlabathi. Ngenxa yokuthi i-laser ingena ezikhaleni ezitshalweni, i-LiDAR ingaveza ama-earthworks afihlwe ngaphansi kombhede wehlathi eliminyene. I-AI isize imephu izinkulungwane zezakhiwo zamaMaya ngaphansi kwehlathi laseGuatemala kanye nezici zenkathi yamaRoma yonkana eBrithani. Isithombe se-multispectral nesokushisa sengeza eminye imikhondo, njengoba izindonga ezigqitshiwe nemisele kushintsha indlela inhlabathi egcina ngayo umswakama nokushisa.

I-Technical Insight

Amafu wephoyinti le-LiDAR aguqulwa abe amamodeli okuphakama kwedijithali, bese ethuthukiswa ngokubonwayo okufana ne-hillshading, i-slope, namamodeli okusiza asendaweni enza ihaba amaqhubu acashile nokucindezeleka. I-CNN eqeqeshwe kulezi zithombe ezicutshunguliwe ifunda amasiginesha ejiyomethri ezici ezenziwe umuntu ngokumelene nendawo yemvelo. Okubi kakhulu, amamodeli ahlaba umkhosi amakhandidethi ukuze ochwepheshe bawaqinisekise phansi, ngoba uhlaza, i-geology, nokuphazamiseka kwesimanje kuveza amaphuzu amaningi angamanga.

I-Strategic Impact

Yakha ukukhetha

Idizayini yezinga lohlelo lokusebenza inquma ukuthi i-AI iyathuthukisa yini imiphumela yangempela.

Ithimba kanye nokusebenza komsebenzi

Ukuhlanganiswa okuhle kokuhamba komsebenzi kudala izinzuzo zokukhiqiza abasebenzisi abangazethemba.

Ingozi nokuphepha

Amacala okusetshenziswa ahlelwe kahle anciphisa ukukhathala okushintshile kanye nengozi yokuqaliswa.

Ikusasa le-AI Ekutholweni Kwesizinda Semivubukulo

Lindela ukusetshenziswa okubanzi kwedatha yesathelayithi yomhlaba wonke etholakala mahhala, okuvumela abacwaningi abasezifundeni ezingahloliwe ukuthi bathole amasayithi ngesilinganiso sezwekazi. Ukufunda ngokuziqondisa kuzonciphisa isidingo samasethi edatha amakhulu anelebuli, ibhodlela elingapheli ku-archeology. Ukuhlanganiswa okungcono kwe-LiDAR, i-radar, namamephu omlando kufanele kunciphise ama-alamu angamanga. Kukhona nemizamo ekhulayo yokusebenzisa amathuluzi okuthola ukuqapha ukuphangwa nokuvikela amasayithi asongelwa ukushintsha kwesimo sezulu, ukuthuthukiswa, kanye nokungqubuzana.

Ukuqaliswa Komhlaba Wangempela

Inhlolovo ye-PACUNAM LiDAR isebenzise ukuskena nge-laser emoyeni ukuze kwembule izakhiwo zamaMaya ezazingaziwa ngaphambilini ezingaphezu kuka-60,000 ezifihlwe ngaphansi kwehlathi lemvula laseGuatemala.

Abacwaningi baqeqeshe amanethiwekhi e-neural kudatha ye-LiDAR ukuze enze imephu ngokuzenzakalelayo izindunduma zokungcwaba zangaphambi komlando kanye nezinhlelo zenkundla ye-Celtic kuzo zonke izingxenye zeNetherlands neBrithani.

Ukuhlaziywa kwesithombe sesathelayithi kusize ithimba lika-Sarah Parcak ukuhlonza amathuna okungenzeka angcwatshwe, izindawo zokuhlala, namaphiramidi e-Egypt, indlela edume ngokuthi 'isayensi yemivubukulo yasemkhathini'.

Ukufunda ngomshini ochungechungeni lwesikhathi lwesathelayithi kusetshenziswe ukuthola nokulandelela imigodi yokuphanga kumasayithi ase-Syria nase-Iraq ngezikhathi zezingxabano.

Izingozi & Guardrails

Ukuzenzakalela inqubo ephukile kungakhulisa izinkinga ezikhona.

Amaqembu angase azenze ngokuzenzakalelayo futhi asuse ukwahlulela komuntu okudingekayo.

Ikhwalithi ingakhukhuleka uma okuphumayo kungahlolwa ngokuqhubekayo.

Ukuqalisa Umhlahlandlela

1

Imephu yokuhamba komsebenzi kwamanje futhi uhlonze isinyathelo sokungqubuzana okuphezulu kakhulu.

2

Chaza izindawo zokuhlola abantu ngaphambi kokuzenzakalela okugcwele.

3

Qeqesha abasebenzisi ngokwaziswa, izindlela zokukhuphuka, namazinga ekhwalithi.

4

Landelela imiphumela yezinga lomsebenzi ukuze uqinisekise inani eliqhubekayo.

Qhubeka Uhlole

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Umhlahlandlela olandelayo

I-AI ku-Plagiarism kanye Nokutholwa Kobuqotho Kwezemfundo

Imibuzo evame ukubuzwa

What is AI in Archaeological Site Detection?

I-AI iskena izithombe zesathelayithi, izithombe zasemoyeni, nendawo eskeniwe nge-laser ukuze ibone amasayithi emivubukulo agqitshiwe noma afihliwe abahloli bomhlaba abangageja. Isheshisa kakhulu ukusesha ezindaweni ezibanzi kakhulu ukuthi ungahamba ngezinyawo.

Kungani i-LiDAR ibalulekile ikakhulukazi ekutholeni amasayithi ngaphansi kwamahlathi?

I-LiDAR ishisa ama-laser pulses emoyeni; ngenxa yokuthi amanye ama-pulses afinyelela phansi ngezikhala ku-canopy, ukucutshungulwa kungasusa uhlaza futhi kwembule ama-earthworks ngaphansi.

Iluphi uhlobo lwemodeli ye-AI evame ukusetshenziswa kakhulu ukubona izici zemivubukulo ezithombeni?

Ama-CNN ahamba phambili ekutholeni amaphethini okubukwayo futhi aqeqeshwe ezibonelweni ezilebulwe zezindunduma, imigwaqo, nezisekelo ukuze abone umumo ofanayo ezithombeni ezinkulu.

Iyiphi iphrojekthi edumile esebenzisa i-LiDAR ukuveza amashumi ezinkulungwane zezakhiwo zamaMaya ezifihliwe?

I-PACUNAM LiDAR Initiative yenza imephu yezakhiwo zamaMaya ezingaphezu kuka-60,000 ezifihlwe ihlathi laseGuatemala.

Kungani ukutholwa kwe-AI kusadinga abavubukuli abangabantu ukuthi bakuqinisekise phansi?

I-geology yemvelo, amaphethini ezitshalo, nokuphazamiseka kwesimanje kungalingisa amasiginesha emivubukulo, ngakho-ke ochwepheshe kufanele baqinisekise amasayithi amakhandidethi mathupha.

Izindonga ezigqitshiwe noma imisele ingaziveza kanjani ezithombeni ezibonisa izinto eziningi noma ezishisayo?

Izinto ezingcwatshiwe zishintsha ukugeleza kwamanzi kanye nezakhiwo ezishisayo zenhlabathi, zikhiqize umehluko ocashile ekukhuleni kwezitshalo, umswakama, nezinga lokushisa elingaphezulu lezo izinzwa ezingakwazi ukuzithola.