Uhlolojikelele
I-AI isiza abalimi ukuthi baqaphe impilo yomvini, babikezele izivuno, ukuvunwa kwesikhathi, ngisho nokuqondisa ukuvutshelwa nokuhlanganiswa. Kusukela kuma-drones phezu kwemigqa kuya kuzinzwa emathangeni, idatha ilungisa kabusha ubuciko obuneminyaka eyizinkulungwane ubudala.
I-AI Ezivinini Nasekwenziweni Kwewayini isebenzisa i-AI ezindaweni eziqondene ngqo nesizinda lapho imithethonqubo, ukusebenza, kanye nokubekezelela ubungozi kubumbe kakhulu ukukhetha kokuklama.
I-Deep Dive
Izinga lewayini linqunywa kakhulu esivinini, lapho umehluko omncane wokuvuthwa, ukucindezeleka kwamanzi, nokucindezela kwezifo kubaluleke kakhulu. I-AI iletha ukunemba kulokhu. Ama-drones namasathelayithi athwebula izithombe ze-multispectral, futhi amamodeli ahlanganisa izinkomba zezitshalo ezifana ne-NDVI ukuze enze imephu yamandla omvini ngebhulokhi, ukuhlaba umkhosi imigqa egxilile noma izimpawu zokuqala zesikhunta ne-esca. Umbono wekhompyutha ngogandaganda namarobhothi ubala amaqoqo amagilebhisi ukuze ubikezele isivuno sezinyanga ezizayo. Amamodeli wesimo sezulu kanye nomswakama womhlabathi aqondisa ukuchelela kwehle kancane kancane. Egumbini elingaphansi komhlaba, izinzwa zilandelela izinga lokushisa, ushukela, ne-pH ngesikhathi sokuvutshelwa, kuyilapho ukufunda ngomshini kusiza ukubikezela amadethi alungile okuvuna futhi kuphakamise nokuxutshwa ngokwenza imodeli ukuthi izingxenye zewayini zihlangana kanjani. Abakhiqizi abafana no-E. & J. Gallo kanye nezindawo eziningi zase-Bordeaux manje basebenzisa lawa mathuluzi.
I-Technical Insight
Isivini esiningi se-AI sisenzwa kude. Amakhamera amaningi alinganisa ukukhanya okubonakalayo nokuseduze kwe-infrared; i-normalized difference vegetation index (NDVI) yembula i-chlorophyll nempilo ye-canopy engabonakali ngeso. Lawa mamephu avumela ukuchelela okuguquguqukayo kanye nokufafaza. Ukulinganisa kwesivuno kusebenzisa amamodeli okuthola into aqeqeshelwe ukubala amaqoqo namajikijolo asuka ezithombeni, bese kubalwa izikali kusetshenziswa idatha yomlando yesisindo. Ukutholwa kwezifo kuhlukanisa izithombe zeqabunga ze-downy mildew noma amaphethini e-powdery mildew.
Ukwazi kahle i-AI kuVineyards kanye nokwenza iwayini
I-AI isiza abalimi ukuthi baqaphe impilo yomvini, babikezele izivuno, ukuvunwa kwesikhathi, ngisho nokuqondisa ukuvutshelwa nokuhlanganiswa. Kusukela kuma-drones phezu kwemigqa kuya kuzinzwa emathangeni, idatha ilungisa kabusha ubuciko obuneminyaka eyizinkulungwane ubudala. I-AI Ezivinini Nasekwenziweni Kwewayini isebenzisa i-AI ezindaweni eziqondene ngqo nesizinda lapho imithethonqubo, ukusebenza, kanye nokubekezelela ubungozi kubumbe kakhulu ukukhetha kokuklama. Ukuze wakhe ukuqonda okujulile, phatha i-AI Ezivinini Nasekwenziweni Kwewayini 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 Ezivinini Nasekwenziweni Kwewayini aqondisa amandla obuchwepheshe nenqubomgomo yesizinda, ukucwaningwa kwamabhuku, kanye nokuthatha izinqumo okuphambili. 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.
Umongo womkhakha unquma ukuthi imibono ye-AI iyasinda yini ekuxhumaneni neqiniso. Ngesikhathi esifanayo, izimfuneko Zokulawula zingenza ama-prototypes aqine ngenye indlela. 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
Umongo womkhakha unquma ukuthi imibono ye-AI iyasinda yini ekuxhumaneni neqiniso.
Umongo womkhakha unquma ukuthi imibono ye-AI iyasinda yini ekuxhumaneni neqiniso. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Imikhawulo yesizinda ithonya izilinganiso zamaphutha ezamukelekayo namamodeli wokugada.
Imikhawulo yesizinda ithonya izilinganiso zamaphutha ezamukelekayo namamodeli wokugada. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Ukuthunyelwa okuphumelelayo kuqondanisa amandla obuchwepheshe nokugeleza komsebenzi okuphambili.
Ukuthunyelwa okuphumelelayo kuqondanisa amandla obuchwepheshe nokugeleza komsebenzi okuphambili. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Ukuqaliswa Komhlaba Wangempela
Ama-drones anamakhamera amaningi abonisa imephu ye-NDVI kuwo wonke amabhlokhi esivinini ukuze aveze imivini ecindezelekile noma enesifo ngaphambi kokuba izimpawu zibonakale ngezinyawo.
Umbono wekhompyutha ubala amaqoqo amagilebhisi ukusuka kumakhamera afakwe ngogandaganda ukuze ubikezele isivuno sokuvuna kusasele izinyanga.
Izinzwa zomswakama womhlabathi kanye nezibonelo zesimo sezulu zishayela ukuchelela okuguquguqukayo, okunikeze ibhulokhi ngayinye amanzi adingekayo.
Egumbini elingaphansi komhlaba, izinzwa ziqapha ushukela, izinga lokushisa, ne-pH ngesikhathi sokuvutshelwa, zixwayisa abenzi bewayini ukuthi banamathele noma babaleke.
Amaphethini Okusebenzisa
I-AI Ezivinini kanye Nokwenza Iwayini ngokusebenza
Ama-drones anamakhamera amaningi abonisa imephu ye-NDVI kuwo wonke amabhlokhi esivinini ukuze aveze imivini ecindezelekile noma enesifo ngaphambi kokuba izimpawu zibonakale ngezinyawo.
Ama-drones anamakhamera amaningi abonisa imephu ye-NDVI kuwo wonke amabhulokhi esivinini ukuze aveze imivini ecindezelekile noma enesifo ngaphambi kokuba izimpawu zibonakale ezinyaweni Amaqembu ngokuvamile athola imiphumela engcono lapho echaza imingcele yekhwalithi ngaphambili, egcina indlela yokukhuphuka komuntu ngamacala asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-AI Ezivinini kanye Nokwenza Iwayini ngokusebenza
Umbono wekhompyutha ubala amaqoqo amagilebhisi ukusuka kumakhamera afakwe ngogandaganda ukuze ubikezele isivuno sokuvuna kusasele izinyanga.
Umbono wekhompyutha ubala amaqoqo amagilebhisi asuka kumakhamera agibele ugandaganda ukuze abikezele isivuno sezinyanga kusengaphambili Amaqembu ngokuvamile athola imiphumela engcono lapho echaza izinga eliphezulu ngaphambili, egcina indlela yokukhuphuka komuntu yamakesi asemaphethelweni, futhi elandelela kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-AI Ezivinini kanye Nokwenza Iwayini ngokusebenza
Izinzwa zomswakama womhlabathi kanye nezibonelo zesimo sezulu zishayela ukuchelela okuguquguqukayo, okunikeze ibhulokhi ngayinye amanzi adingekayo.
Izinzwa zomswakama womhlabathi kanye nezibonelo zesimo sezulu zishayela ukuchelela okuguquguqukayo, okunikeza ibhulokhi ngayinye amanzi awadingayo Amaqembu 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 Ezivinini kanye Nokwenza Iwayini ngokusebenza
Egumbini elingaphansi komhlaba, izinzwa ziqapha ushukela, izinga lokushisa, ne-pH ngesikhathi sokuvutshelwa, zixwayisa abenzi bewayini ukuthi banamathele noma babaleke.
Egumbini elingaphansi komhlaba, izinzwa ziqapha ushukela, izinga lokushisa, kanye ne-pH ngesikhathi sokuvutshelwa, zixwayisa abenzi bewayini ukuthi banamathele noma babaleka ama-ferments Amaqembu ngokuvamile athola imiphumela engcono uma echaza izinga eliphezulu ngaphambili, agcine indlela yokukhuphuka yomuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Izingozi & Guardrails
Izidingo zokulawula zingenza ama-prototypes aqine ngenye indlela.
Idatha yomlando ingase ihlanganise ukuchema okulimaza imiphakathi ethile.
Izinhlelo zefa zingakha izithiyo zokuhlanganisa kanye nezindleko ezifihliwe.
Ukuqalisa Umhlahlandlela
Bandakanya ochwepheshe besizinda kusukela ekufakeni inkinga kuye ekuhlolweni.
Bandakanya ochwepheshe besizinda kusukela ekufakeni inkinga kuye ekuhlolweni. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Dizayina izindlela zokuhlola kanye nemibhalo ngaphambi kokwethulwa.
Dizayina izindlela zokuhlola kanye nemibhalo ngaphambi kokwethulwa. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Qinisekisa ukuthobela imithetho nokuphepha kusenesikhathi.
Qinisekisa ukuthobela imithetho nokuphepha kusenesikhathi. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Khipha ngezigaba ngemibandela yokumisa ecacile neyokubuyisela emuva.
Khipha ngezigaba ngemibandela yokumisa ecacile neyokubuyisela emuva. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.