Uhlolojikelele
I-AI iskena inani elikhulu lomsindo ongaphansi kwamanzi ukuze ithole, ihlukanise, futhi ilandelele imikhomo nezinye izilwane ezincelisayo zasolwandle ngezingcingo zazo. Kubalulekile ukuvimbela iziteleka zemikhumbi, ukunciphisa umsindo oyingozi, nokuqonda izinhlobo esingavamile ukuzibona.
I-AI ku-Whale kanye ne-Marine Mammal Acoustics igxile ekusetshenzisweni okungokoqobo: ukuguqula amandla emodeli ibe ukuhamba komsebenzi okuthembekile kwansuku zonke okuletha inani elilinganisekayo.
I-Deep Dive
Ulwandle alubonakali kahle kodwa luphethe umsindo ngamakhulu amakhilomitha, ngakho izilwane zasolwandle zithembele ekuphimiseni, kanjalo nososayensi. Ama-Hydrophone, kungakhathaliseki ukuthi axhunyiwe, adonswayo, noma akuzilayidi ezizenzakalelayo, aqopha ngokuqhubekayo, akhiqiza ama-terabytes omsindo. Izitholi ze-AI ezakhelwe kuma-CNN kanye namamodeli aphindaphindayo noma ama-transformer askena ama-spectrogram ukuze athole izingcingo zomkhomo phakathi komsindo womkhumbi, ahlonze izinhlobo zezinhlobo zemisindo yesiginesha njengengoma ye-humpback noma i-right whale's upcall, futhi ahlukanise ngisho namaphethini okuchofoza ngakunye kwemikhomo yesidoda namahlengethwa. Ukusebenzisana kwe-Google ne-NOAA kukhiqize izigaba zomkhomo we-humpback kusukela kumashumi eminyaka aqoshiwe ase-Pacific. Ukutholwa kwesikhathi esiseduze kwamasistimu okuphakelayo axwayisa imikhumbi ukuthi yehlise isivinini, okusiza ukuvikela imikhomo yangakwesokudla yaseNyakatho ye-Atlantic esengozini yokushabalala ekushayisaneni okubulalayo.
I-Technical Insight
Njengezinyoni, izingcingo ziguqulwa zibe ama-spectrogram futhi zihlukaniswe ngamanethiwekhi ajulile, kodwa ukulungiselelwa kwamanzi angaphansi kwamanzi kunezela izithiyo: izingcingo ze-low-frequency whale zihambisana nomsindo wenjini kanye nokuzamazama komhlaba, ukusakazeka komsindo kuhlanekezela amasignali, futhi idatha enelebula yezinhlobo ezingavamile ayitholakali. Izitholi zivame ukuvulelwa ukukhunjulwa okuphezulu ukuze izingcingo zingaphuthelwa, bese abahlaziyi abangabantu baqinisekisa amasegimenti ahlatshwe umkhosi. Amanye amasistimu asebenzisa ama-buoy, adlulisela ukutholwa ogwini eduze nesikhathi sangempela.
Ukufundisa i-AI ku-Whale kanye ne-Marine Mammal Acoustics
I-AI iskena inani elikhulu lomsindo ongaphansi kwamanzi ukuze ithole, ihlukanise, futhi ilandelele imikhomo nezinye izilwane ezincelisayo zasolwandle ngezingcingo zazo. Kubalulekile ukuvimbela iziteleka zemikhumbi, ukunciphisa umsindo oyingozi, nokuqonda izinhlobo esingavamile ukuzibona. I-AI ku-Whale kanye ne-Marine Mammal Acoustics igxile ekusetshenzisweni okungokoqobo: ukuguqula amandla emodeli ibe ukuhamba komsebenzi okuthembekile kwansuku zonke okuletha inani elilinganisekayo. Ukuze wakhe ukuqonda okujulile, phatha i-AI ku-Whale and Marine Mammal Acoustics njengemodeli yokusebenza, hhayi isici esisodwa: chaza imiphumela oyifunayo, ucacise ukucabanga, futhi uhlukanise lokho uhlelo olungakwenza ngokwethembeka kulokho okusadinga ukwahlulela kochwepheshe.
Empeleni, amaqembu aqinile asebenzisa i-AI ku-Whale ne-Marine Mammal Acoustics agxila emiphumeleni yokuhamba komsebenzi, hhayi amademo angamamodeli, futhi achaze izindawo zokuhlola abantu kusenesikhathi. Babhala imibandela yempumelelo ecacile, ukuhlola okuqhathaniswa nedatha engokoqobo nokugeleza komsebenzi, futhi baphindaphinde ngokusekelwe kumaphethini okuhluleka aqashiwe esikhundleni sokuwina kwebhentshimakhi yesikhathi esisodwa. Yilapho ukuqonda kwethiyori kuguquka kube amandla ahlala njalo kuwo wonke umkhiqizo, inqubomgomo, kanye nokusebenza.
Idizayini yezinga lohlelo lokusebenza inquma ukuthi i-AI iyathuthukisa yini imiphumela yangempela. Ngesikhathi esifanayo, Ukuzenzakalela inqubo ephukile kungakhulisa izinkinga ezikhona. Indlela eqine kakhulu iwukuhlanganisa isivinini sokuhlola nesiyalo sokuphatha: qhuba abashayeli bezindiza, bamba ubufakazi, ushicilele amalogi ezinqumo, futhi ubuyekeze izivikelo ngokuqhubekayo njengoba imodeli yokuziphatha, okulindelwe ngabasebenzisi, kanye nezimfuneko zokulawula zishintsha.
I-Strategic Impact
Idizayini yezinga lohlelo lokusebenza inquma ukuthi i-AI iyathuthukisa yini imiphumela yangempela.
Idizayini yezinga lohlelo lokusebenza inquma ukuthi i-AI iyathuthukisa yini imiphumela yangempela. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Ukuhlanganiswa okuhle kokuhamba komsebenzi kudala izinzuzo zokukhiqiza abasebenzisi abangazethemba.
Ukuhlanganiswa okuhle kokuhamba komsebenzi kudala izinzuzo zokukhiqiza abasebenzisi abangazethemba. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Amacala okusetshenziswa ahlelwe kahle anciphisa ukukhathala okushintshile kanye nengozi yokuqaliswa.
Amacala okusetshenziswa ahlelwe kahle anciphisa ukukhathala okushintshile kanye nengozi yokuqaliswa. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Ukuqaliswa Komhlaba Wangempela
Amasistimu okuthola imikhomo eseduze kwesikhathi sangempela axwayisa imikhumbi ukuthi inembe futhi igweme ukungqubuzana ogwini lwase-U.S. East Coast.
Google kanye ne-NOAA bakhe izihlungi ze-AI ukuze zithole izingoma zomkhomo emashumini eminyaka edatha ye-Pacific hydrophone.
Ama-Autonomous glider anezitholi ezingaphakathi zihlola ubukhona bomkhomo ezindaweni ezikude zolwandle.
I-Project CETI isebenzisa umshini wokufunda ukuze ihlaziye ukulandelana kokuchofoza (codas) kwe-sperm whale ukuze itadishe ukuxhumana kwayo.
Amaphethini Okusebenzisa
I-AI ku-Whale kanye ne-Marine Mammal Acoustics isebenza
Amasistimu okuthola imikhomo eseduze kwesikhathi sangempela axwayisa imikhumbi ukuthi inembe futhi igweme ukungqubuzana ogwini lwase-U.S. East Coast.
Amasistimu okubona imikhomo eseduze kwesikhathi sangempela axwayisa imikhumbi ukuthi yehlise isivinini futhi igweme ukungqubuzana okuvela ku-U.S. East Coast Teams ngokuvamile athola imiphumela engcono uma echaza ikhwalithi ephezulu ngaphambili, egcina indlela yokukhuphuka komuntu yezimo ezibucayi, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-AI ku-Whale kanye ne-Marine Mammal Acoustics isebenza
Google kanye ne-NOAA bakhe izihlungi ze-AI ukuze zithole izingoma zomkhomo emashumini eminyaka edatha ye-Pacific hydrophone.
Google kanye ne-NOAA yakhe izihlukanisi ze-AI ukuze zithole izingoma ze-humpback whale emashumini eminyaka edatha ye-Pacific hydrophone Amaqembu ngokuvamile athola imiphumela engcono uma echaza imikhawulo yekhwalithi ngaphambili, egcina indlela yokukhuphuka yabantu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-AI ku-Whale kanye ne-Marine Mammal Acoustics isebenza
Ama-Autonomous glider anezitholi ezingaphakathi zihlola ubukhona bomkhomo ezindaweni ezikude zolwandle.
Ama-glider azimele anezitholi ezigibelayo ahlola ukuba khona kwemikhomo ezindaweni ezikude zolwandle Amaqembu ngokuvamile athola imiphumela engcono lapho echaza ikhwalithi ephezulu ngaphambili, egcina indlela yokukhuphuka yabantu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-AI ku-Whale kanye ne-Marine Mammal Acoustics isebenza
I-Project CETI isebenzisa umshini wokufunda ukuze ihlaziye ukulandelana kokuchofoza (codas) kwe-sperm whale ukuze itadishe ukuxhumana kwayo.
I-Project CETI isebenzisa ukufunda ngomshini ukuze ihlaziye ukulandelana kokuchofoza (ama-coda) kwe-sperm whale ukuze itadishe ukuxhumana kwawo Amathimba ngokuvamile athola imiphumela engcono lapho echaza imikhawulo yekhwalithi ngaphambili, egcina indlela yokukhuphuka komuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
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.
Imephu yokuhamba komsebenzi kwamanje futhi uhlonze isinyathelo sokungqubuzana okuphezulu kakhulu. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Chaza izindawo zokuhlola abantu ngaphambi kokuzenzakalela okugcwele.
Chaza izindawo zokuhlola abantu ngaphambi kokuzenzakalela okugcwele. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Qeqesha abasebenzisi ngokwaziswa, izindlela zokukhuphuka, namazinga ekhwalithi.
Qeqesha abasebenzisi ngokwaziswa, izindlela zokukhuphuka, namazinga ekhwalithi. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Landelela imiphumela yezinga lomsebenzi ukuze uqinisekise inani eliqhubekayo.
Landelela imiphumela yezinga lomsebenzi ukuze uqinisekise inani eliqhubekayo. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.