IA ci saytu feebaru gàñcax
IA ci saytu feebaru gàñcax dafay xàmmee feebaru gàñcax ci nataali xob yi, di jàppale baykat yi ñu def dara balaa mbas mi di tasaaroo.
Résumé
It matters because diseases destroy an estimated 20-40% of global crop yields each year.
Plongeur bu xóot
Liy saytu feebaru gàñcax dafay jëfandikoo gis-gis ordinatër ngir seetlu wérgi-yaramu gàñcax ci nataali xob yi, petal yi wala meññeef yi. Baykat bi dafay jël benn nataal ak telefon bu xarañ, ak reso neuronal convolutionnel - ñu koy faral di tàggat ci ay done yu melni PlantVillage ak ay fukki junni xob yu feebar te wér - di wax luy waaja am feebar bi (ci misaal, tomate late blight, blé rust, wala mosaïk ñambi). Lu weesu aplikaasioŋu telefon yi, drone yi ak kamera yiñ monte ci traktër yi am kaptër multispectral ak hyperspectral dañuy jàpp stress bu bëtu nit gisul, ndax garab yu feebar yi dañuy feeñal leeralu infrarouges bu jege ci anam wu wuute balaa màndarga yi ñuy gis di feeñ. Index vegetation yu melni NDVI dañuy xayma limu am. Luñu bëgga mooy teela faj, ba noppi yam ci gox bi: di sprey ci barab yiñ laal rek mooy sakkanal xaalis ba noppi wàññi jëfandikoo pestisid. Benn ci jafe-jafe yi gëna mag ci àdduna bi mooy model yiñ tàggat ci labo dañuy faral di daje ak nataali tool yu jaxasoo ak leeraay yu bari, foond ak màndarga yuy jaxasoo.
Gis-gis xarala
Sistem yu bari dañuy jëfandikoo CNNs wala transformatëri gis-gis ngir xaaj nataal, lu bari ci jàngat toxal - tàmbalee ci xeetu tàggat bu njëkk ci ImageNet, ba noppi defar nataali feebaru gàñcax suko defee mu mëna liggéey ak done yu néew yuñ etikete. Ngir saytu ci jawwu ji, kamera yu bari dañuy jàpp bande infrarouges yu jege; indices yu melni NDVI (Index vegetation différence normalisée) dañuy màndargaal gox yiñ stress ci canopy yi. Li jafe mooy coppite ci domen bi: ab xeetu tàggat ci xobi lab yu sell yi dafa wara yamale ci anam yu bari yi ci tool yi, kon yokk done ak done yuñ dajale ci tool yi dañu am solo.
njeextalu pexe
Tabax tànneef
Ni ñuy jëmmale aplikaasioŋ bi mooy wane ndax IA dafay gëna baaxal njariñ yi.
Ekip ak def liggéey
Integraasioŋ bu baax ci def liggéey dafay jur njariñu liggéey bu jëfandikukat yi mëna wóolu.
Risk ak kaaraange
Jëfandikoo bu jaar yoon dina wàññi coono coppite ak risku samp gi.
Ëlëgu IA ci saytu feebaru gàñcax
Diagnostic dafay boole ak jëf: drone yi ak sprayer yu xarañ yi dina ñu gis ak faj feebar yi ci benn yoon, di jëfandikoo ay produit chimik fépp fuñu ko soxla. Xaarandil ay model yu yam ci aparey bi suko defee aplikaasioŋ yi mëna dox ci offline ci dëkki kaw yi amul jokkolante bu bari, ak IA multimodal buy boole nataal yi ak meteo bi, suuf si, ak done yu satelit ngir seetlu mbas mi balaa feebar bi di feeñ. Dellookatu juntuwaay yu bees yi dinañu jox baykat yi ay tegtal ci pajum lakk bu leer ci lakk yu dëkk bi, te ay reso yu teela artu ci aduna bi dinañu topp ay peste yu mel ni xoosu ble ci fronceer yi.
Doxal ci àdduna dëgg
Aplikaasioŋu telefon yu xarañ yu melni Plantix dafay may baykat yi ñu foto benn xob suko defee ñu mëna seetlu feebar bi ci saasi ba noppi di leen xelal ci paj mi.
Dron yi am kamera yu bari dañuy xayma kàrtu NDVI ngir wane barab yu feebar wala yu am stress ci tool bi balaa ñuy gis màndarga yi ci bët yi.
Done yiñ dajale ci PlantVillage dañuy tàggat CNN yiy gis feebar yu melni tomate bu yàgg ak pomme de terre bu teel ci nataali xob yi.
Gëstukat yi deñuy dugal juntuwaay yu bees yi ngir toppu feebaru ñambi ak xoosu blé ci Afrique ak Asie, di artu baykat yi ñu teela def dara.
Risk yi ak balustrade yi
Otomatise procédure bu yàqu mën na yokk jafe-jafe yi fi nekk.
Ekip yi mën nañu otomatise lu ëpp ba noppi dindi àtteb nit ñi.
Kalite mën na wàññeeku sudee duñu wéy di jàngat li ñuy génne.
Roadmap ngir samp gi
Defal kàrt ni liggéey bi di doxee leegi nga ràññee jéego bi gëna am jafe-jafe.
Mandargal barabu saytu nit balaa otomatisasioŋ bu mat sëkk.
Taggat jëfandikukat yi ci ay laaj, yooni eskalaasioŋ ak seeni sàrti kalite.
Toppal njariñu niveau liggéey bi ngir firndeel valeur buy wéy.
Weyal di banneexu
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Gis bi ci topp
IA ci xayma njuréefi gàñcax
Laaj yi ñuy faral di laaj
What is AI in Crop Disease Diagnosis?
IA ci saytu feebaru gàñcax dafay xàmmee feebaru gàñcax ci nataali xob yi, di jàppale baykat yi ñu def dara balaa mbas mi di tasaaroo. Dafa am solo ndax feebar yi dañuy yàq lu tollu ci 20 ba 40% ci mbay mi ci àdduna bi at mu nekk.
Lan mooy anamu IA bi gëna bari luñu koy jëfandikoo ngir seetlu feebaru gàñcax ci nataalu xob yi?
CNN yi (ak transformatëri gis-gis yi) dañuy xaaj feebar bi ci jàng motif yi ñuy gis ci nataali xob yu bari yuñ etikete.
Lan moo waral kaptër multispectral ak infrarouges yu jege am njariñ ci gis feebar?
Stress gàñcax dafay teela soppi reflectance infrarouge bi jege, moo tax capteur yooyu mën nañu jàpp feebar bi balaa bëtu nit mën ko jàpp.
Lan la index NDVI di natt?
NDVI (Index de vegetation différence normalisée) dafay boole bande xonk ak bande infrarouges yu jege ngir xayma wérgi-yaramu canopy ak stress.
Lan moy 'coppite ci domen', di gaañ-gaañu bu mag ci xeetu feebaru mbay mi?
Model yiñ tàggat ci nataali lab yu sell yi dañuy faral di am jafe-jafe ak nataali terrain yu am leeraay yu bari, foond ak màndarga yuy jaxasoo.
Lan moo waral ñuy faral di jëfandikoo njàngum toxal ngir saytu feebaru gàñcax?
Jàngat toxal dafay jëfandikoowaat màndarga yi bawoo ci xeetu model bu mag buñ tàggat bu njëkk, wàññi limu done yiñ soxla ci garab yuñ etikete.