I-AI ku-Wildlife Conservation Monitoring
I-AI isiza ososayensi ukubala, balandelele, futhi bavikele izilwane zasendle ngokuzihlaziya ngokuzenzakalela izithombe, imisindo, nedatha yezinzwa ngezinga abantu abangeke bakwazi.
Uhlolojikelele
It turns mountains of camera-trap images and acoustic recordings into actionable conservation decisions.
I-Deep Dive
Abalondolozi bemvelo bakhipha izinkulungwane zamakhamera acushwa ukunyakaza, imibhobho, namakholomu e-GPS akhiqiza ukwaziswa okwengeziwe kunalokho abantu abangakubukeza. I-AI ishintsha izibalo. Amamodeli abona ngekhompyutha athwebula izithombe zekhamera ukuze athole futhi akhombe izinhlobo zezilwane, abale abantu ngabanye, futhi abone izilwane ezithile ngemigqa noma amaphethini amabala. Amamodeli e-Bioacoustic alalela okurekhodiwe kwehlathi nolwandle ukuze kuhlabe umkhosi izingoma zezinyoni, ukukhala kwemikhomo, noma amasaha nokudubula kwezibhamu okubonisa ukuzingela ngokungemthetho. Amamodeli ezithombe zesathelayithi abonisa ukugawulwa kwamahlathi kanye nokulahlekelwa indawo yokuhlala cishe ngesikhathi sangempela. Amaphrojekthi afana ne-Wildlife Insights, i-Zamba, kanye ne-Rainforest Connection acubungula izigidi zamafayela, akhulule abaqaphi kanye nongoti bebhayoloji ukuze bagxile ekuphenduleni esikhundleni sokuhlunga nokumaka okwenziwa ngesandla.
I-Technical Insight
Amasistimu amaningi asebenzisa amanethiwekhi e-convolutional neural noma iziguquli zombono eziqeqeshwe ezithombeni zezilwane zasendle ezilebulwe, ngokuvamile ngokudlulisela ukufunda okuvela kumgogodla omkhulu oqeqeshwe kusengaphambili ukuze asebenze nedatha yezinhlobo ezilinganiselwe. Ngomsindo, umsindo ongahluziwe uguqulwa ube ama-spectrogram—izithombe ezibukwayo zemvamisa-ngaphezu kwesikhathi—bese zihlukaniswa ngamasu okubona afanayo. Ukuphinda kukhonjwe abantu ngabanye kuncike ekufundeni kwemethrikhi, lapho imodeli yenza imephu yezimpawu ezihlukile zesilwane ngasinye endaweni yokushumeka futhi ihambisane nama-vector aseduze kuyo yonke into ebonwayo.
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 Ekuqaphelweni Kokongiwa Kwezilwane Zasendle
Lindela amamodeli amancane, awonga amandla asebenza ngokuqondile kumadivayisi asemaphethelweni ensimini, ngakho amakhamera namabhuoy ahlaziya idatha kusayithi futhi adlulise izexwayiso kuphela, konga umkhawulokudonsa nebhethri. Amanethiwekhi esikhathi sangempela amelene nokuzingelwa ngokungemthetho, ukutholwa kokushisa okufakwe ku-drone, kanye nokuhlelwa kwe-acoustic kuzocupha kakhulu ukuthunyelwa komqaphi osheshayo. Amamodeli esisekelo aqeqeshwe kuzo zonke izinhlobo zezilwane nezinzwa kufanele anciphise idatha enelebula edingwa yiphrojekthi ngayinye, kuyilapho izinkundla ezivulekile zenza amamodeli akwazi ukwabelwa ukuze ngisho namancane, amaqembu okulondoloza imvelo angazuza ngemali encane.
Ukuqaliswa Komhlaba Wangempela
I-Wildlife Insights isebenzisa Google i-AI ukuze ihlukanise ngokuzenzakalelayo amakhulu ezigidi ezithombe ezibamba ikhamera, inqamule isikhathi sokubuyekeza isithombe ukusuka emahoreni siye kumasekhondi kubacwaningi.
I-Rainforest Connection iphinda isebenzise ama-smartphones amadala kumadivayisi okulalela anamandla elanga athola imisindo ye-chainsaw kanye neloli kanye nabaqaphi baqaphe ukugawulwa kwemithi okungekho emthethweni ngesikhathi sangempela.
Amamodeli okuthola ucingo lomkhomo askena okurekhodiwe kwe-hydrophone ngaphansi kwamanzi ukuze kutholwe imikhomo esengozini yokushabalala yaseNorth Atlantic futhi aqondise kabusha imikhumbi ukuze kuvinjelwe ukushayisana okubulalayo.
Amathuluzi okuqaphela iphethini ye-stripe- kanye nebala (njengalawo asetshenziselwa amadube, amahlosi, noshaka be-whale) ahlonza isilwane ngasinye kuzo zonke izithombe ukuze ulinganise amasayizi abantu.
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
Imephu yokuhamba komsebenzi kwamanje futhi uhlonze isinyathelo sokungqubuzana okuphezulu kakhulu.
Chaza izindawo zokuhlola abantu ngaphambi kokuzenzakalela okugcwele.
Qeqesha abasebenzisi ngokwaziswa, izindlela zokukhuphuka, namazinga ekhwalithi.
Landelela imiphumela yezinga lomsebenzi ukuze uqinisekise inani eliqhubekayo.
Qhubeka Uhlole
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Umhlahlandlela olandelayo
I-AI ku-Wildlife Conservation
Imibuzo evame ukubuzwa
What is AI in Wildlife Conservation Monitoring?
I-AI isiza ososayensi ukubala, balandelele, futhi bavikele izilwane zasendle ngokuzihlaziya ngokuzenzakalela izithombe, imisindo, nedatha yezinzwa ngezinga abantu abangeke bakwazi. Iguqula izintaba zezithombe zekhamera-umgibe kanye nokurekhodwa kwe-acoustic kube izinqumo zokonga ezisebenzayo.
Kungani i-AI iwusizo ikakhulukazi kumaphrojekthi wokongiwa kwekhamera?
Iphrojekthi eyodwa ingakhiqiza izigidi zezithombe ezicushwa ukunyakaza, ngakho-ke i-AI yenza ngokuzenzakalelayo umsebenzi ongenakwenzeka wokuzihlela nokuzikhomba zonke.
Amasistimu e-bioacoustic AI ngokuvamile ayihlaziya kanjani imisindo yezilwane?
Umsindo ongahluziwe uguqulwa ube ama-spectrogram—izithombe ezibukwayo zemvamisa-ngaphezu kwesikhathi—bese zihlukaniswa kusetshenziswa amasu afanayo asetshenziselwa izithombe.
'Ukuhlonzwa kabusha' kwesilwane ngasinye kuncike kuphi?
Ukufunda imethrikhi kubeka imigqa eyingqayizivele yesilwane noma amabala endaweni yokushumeka, okuvumela imodeli ukuthi ifane nomuntu ofanayo ekubonweni okuhlukile.
Ingabe uhlelo lweRainforest Connection lusiza kanjani ukulwa nokugawulwa kwemithi okungekho emthethweni?
Ama-smartphone enziwe kabusha alalela imisindo ehlukile yamasaha namaloli, athumela izexwayiso ngokushesha ukuze abaqaphi bangenelele ngaphambi kokusabalala komonakalo.
Kungani ukudlulisa ukufunda kuvame kumamodeli ombono wezilwane zasendle?
Izinhlobo eziningi zinezithombe ezimbalwa ezinelebula, ngakho ukuqala kumodeli enkulu eqeqeshwe kusengaphambili nokulungisa kahle kuvumela amasistimu ukuthi enze kahle ngedatha elinganiselwe.