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UMHLAHLANDLELA WOKUSEBENZA

I-AI ku-Coral Reef Monitoring

I-AI ihlaziya izithombe ezingaphansi kwamanzi, ividiyo, kanye nedatha yenzwa ukuze ilandelele impilo yamakhorali, ukucwazimula, nokuhlukahluka kwemvelo ngezinga elingekho iqembu labantu lokutshuza elingakwazi ukufana.

Uhlolojikelele

I-AI ihlaziya izithombe ezingaphansi kwamanzi, ividiyo, kanye nedatha yenzwa ukuze ilandelele impilo yamakhorali, ukucwazimula, nokuhlukahluka kwemvelo ngezinga elingekho iqembu labantu lokutshuza elingakwazi ukufana. Kubalulekile ngoba izixhobo zamadwala ziwa ngokushesha futhi izinqumo zokongiwa kwemvelo zincike kudatha efika ngesikhathi, nenembile.

I-AI ku-Coral Reef Monitoring igxile ekusetshenzisweni okungokoqobo: ukuguqula amandla emodeli ibe ukuhamba komsebenzi okuthembekile kwansuku zonke okuletha inani elilinganisekayo.

I-Deep Dive

Izixhobo zamakhorali zihlolwa kusetshenziswa ama-transect ezithombe, amakhamera adonswayo, izimoto ezizimele ezingaphansi kwamanzi, ngisho namasathelayithi, akhiqiza izithombe eziningi kakhulu kunalokho ososayensi abangakulebula ngesandla. Amanethiwekhi e-convolutional neural kanye neziguquli zombono zesimanje zihlukanisa iphesenti lamakhorali aphilayo, ulwelwe, isihlabathi, nemfucumfucu esithombeni ngasinye, ahlonze isizukulwane samakhorali, futhi abone ukumhlophe ngokubona izicubu eziphaphathekile, ezimhlophe ezibonisa ingcindezi. Amathuluzi afana ne-CoralNet azenza isichasiselo sephuzu esake sathatha amasonto ochwepheshe. I-AI iphinda ihlanganise izithombe zamadwala nezinga lokushisa elitholakala yisathelayithi endaweni yolwandle ukuze ihlabe umkhosi izilwandle ezisengozini yokufiphala. Umphumela uwukuqapha okusheshayo, okuphindaphindekayo, okujwayelekile okuvumela abaphathi ukuthi baqhathanise izixhobo zamadwala phakathi neminyaka nezifunda, babeke phambili ukubuyisela, futhi balinganise ukuthi ukungenelela kuyasebenza ngempela yini.

I-Technical Insight

Iningi labahlukanisi bezixhobo zamadwala baqeqeshwe emaphoyintini anamalebula ochwepheshe noma amapheshana esithombe, ukufunda ukuthungwa okubonakalayo nemibala ehlukanisa i-coral ku-turf algae noma isihlabathi. Ukutholwa kobleaching kuvame ukhiye ekushintsheni ekukhanyeni okuphezulu kanye nokugcwala kombala ophansi kumathishu amakhorali. Inselele eyinhloko ukushintsha kwesizinda: ukucaca kwamanzi, ukujula, ukukhanya, nebhalansi yombala wekhamera kuyahluka kakhulu, ngakho amamodeli adinga ukulungiswa kombala, ukukhuliswa, kanye nedatha yokuqeqeshwa ehlukahlukene ukuze enze okuvamile kuwo wonke amasayithi.

Ukwenza i-AI ku-Coral Reef Monitoring

I-AI ihlaziya izithombe ezingaphansi kwamanzi, ividiyo, kanye nedatha yenzwa ukuze ilandelele impilo yamakhorali, ukucwazimula, nokuhlukahluka kwemvelo ngezinga elingekho iqembu labantu lokutshuza elingakwazi ukufana. Kubalulekile ngoba izixhobo zamadwala ziwa ngokushesha futhi izinqumo zokongiwa kwemvelo zincike kudatha efika ngesikhathi, nenembile. I-AI ku-Coral Reef Monitoring igxile ekusetshenzisweni okungokoqobo: ukuguqula amandla emodeli ibe ukuhamba komsebenzi okuthembekile kwansuku zonke okuletha inani elilinganisekayo. Ukuze wakhe ukuqonda okujulile, phatha i-AI ku-Coral Reef Monitoring 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-Coral Reef Monitoring agxila emiphumeleni yokuhamba komsebenzi, hhayi amademo angamamodeli, futhi achaza 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.

Ikusasa le-AI ku-Coral Reef Monitoring

Lindela inkomba yesikhathi sangempela, esemotweni lapho ama-AUV nama-ROV ehlukanisa izixhobo zamadwala njengoba zibhukuda, kanye namamodeli e-photogrammetry e-3D alandelela ubunkimbinkimbi besakhiwo ngokuhamba kwesikhathi. Izinzwa ze-Acoustic ezibhangqwe ne-AI zizokala impilo yezixhobo ngokusebenzisa i-soundscape yayo, futhi amamodeli ayisisekelo aqeqeshwe ngezigidi zezithombe zamadwala kufanele anciphise isidingo sokulebula okuqondene nesayithi. Ukuhlanganiswa okuqinile nezibikezelo zokufiphala eziyisixwayiso zangaphambi kwesikhathi kuzovumela abaphathi ukuthi benze okuthile ngaphambi kokufa kwabantu abaningi, hhayi nje ukukubhala phansi.

Ukuqaliswa Komhlaba Wangempela

I-CoralNet isebenzisa ukufunda komshini ukuze ichasise ngokuzenzakalelayo izithombe zenhlolovo ye-benthic, ilinganisela ikhava ebukhoma yamakhorali ezinkulungwaneni zezithombe.

I-Allen Coral Atlas ihlanganisa izithombe zesathelayithi kanye ne-AI ukuze kubekwe imephu yezixhobo ezingashoni emhlabeni wonke futhi ithole imicimbi emhlophe.

Ukuhlola Reef kanye nezinhlelo ezifanayo zisebenzisa ukuhlaziywa kwesithombe esisizwa yi-AI ukuze kukhuliswe idatha ye-transect yesayensi yesakhamuzi.

Izimoto ezizimelayo ezingaphansi kwamanzi ku-Great Barrier Reef zigijima ngokwezigaba ukuze zihlonze izinhlobo zamakhorali kanye ne-starfish ye-crown of-thorns phakathi nohlolo.

Amaphethini Okusebenzisa

I-AI ku-Coral Reef Monitoring isebenza

I-CoralNet isebenzisa ukufunda komshini ukuze ichasise ngokuzenzakalelayo izithombe zenhlolovo ye-benthic, ilinganisela ikhava ebukhoma yamakhorali ezinkulungwaneni zezithombe.

I-CoralNet isebenzisa umshini wokufunda ukuze ichaze ngokuzenzakalelayo izithombe zenhlolovo ye-benthic, ilinganisela ikhava ebukhoma yamakhorali ezinkulungwaneni zezithombe Amathimba ngokuvamile athola imiphumela engcono uma echaza imingcele yekhwalithi ngaphambili, egcina indlela yokukhuphuka yomuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.

I-AI ku-Coral Reef Monitoring isebenza

I-Allen Coral Atlas ihlanganisa izithombe zesathelayithi kanye ne-AI ukuze kubekwe imephu yezixhobo ezingashoni emhlabeni wonke futhi ithole imicimbi emhlophe.

I-Allen Coral Atlas ihlanganisa izithombe zesathelayithi kanye ne-AI ukwenza imephu yezixhobo ezingashoni emhlabeni wonke futhi ibone imicimbi eshintshashintshashintshayo Amaqembu ngokuvamile athola imiphumela engcono uma echaza izinga eliphezulu ngaphambili, egcina indlela yokukhuphuka komuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.

I-AI ku-Coral Reef Monitoring isebenza

Ukuhlola Reef kanye nezinhlelo ezifanayo zisebenzisa ukuhlaziywa kwesithombe esisizwa yi-AI ukuze kukhuliswe idatha ye-transect yesayensi yesakhamuzi.

Ukuhlola I-Reef kanye nezinhlelo ezifanayo zisebenzisa ukuhlaziya kwesithombe esisizwa yi-AI ukuze kukhuliswe idatha yesayensi yesakhamuzi nesayensi Amathimba ngokuvamile athola imiphumela engcono lapho echaza izinga eliphezulu ngaphambili, egcina indlela yokukhuphuka komuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.

I-AI ku-Coral Reef Monitoring isebenza

Izimoto ezizimelayo ezingaphansi kwamanzi ku-Great Barrier Reef zigijima ngokwezigaba ukuze zihlonze izinhlobo zamakhorali kanye ne-starfish ye-crown of-thorns phakathi nohlolo.

Izimoto ezizimelayo ezingaphansi kwamanzi ku-Great Barrier Reef zigijima ngezigaba ukuze zihlonze izinhlobo zamakhorali kanye ne-starfish ye-crown-of-thorns ngesikhathi sohlolo Amathimba ngokuvamile athola imiphumela engcono uma echaza ikhwalithi ephezulu ngaphambili, agcina indlela yokukhuphuka kwabantu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.

Izingozi & Guardrails

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Ukuzenzakalela inqubo ephukile kungakhulisa izinkinga ezikhona.

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Amaqembu angase azenze ngokuzenzakalelayo futhi asuse ukwahlulela komuntu okudingekayo.

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Ikhwalithi ingakhukhuleka uma okuphumayo kungahlolwa ngokuqhubekayo.

Ukuqalisa Umhlahlandlela

1

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.

2

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.

3

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.

4

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.

Qhubeka Uhlole

Abasizi be-AI

Ukugeleza komsebenzi komsizi wokudizayina okuhlala kuwusizo futhi kuthembekile.

Funda Umhlahlandlela

Ikhodi ye-AI

Bona ukuthi i-AI esetshenziswayo ithuthukisa kanjani ukulethwa kwesoftware.

Funda Umhlahlandlela