Zingaki izitshalo zikatamatisi ezinempilo ezizovunwa yisithombo sembewu? Abacwaningi abavela ku-Agro Food Robotics e-Wageningen University & Research benze ukuhlola okuzenzakalelayo kokuhluma okunikeza abafuyi bembewu nabatshali bembewu izimpendulo ezisheshayo nezinomgomo walo mbuzo, konga izindleko nokwandisa ukusebenza kahle.
Abalimi bathanda ukuletha izitshalo ezifanayo ngakho bafuna ukwazi izinga lembewu abayi-odayo. Iqoqo lembewu likhiqiza izitshalo ezingaki? Ingabe zikhona izibonelo ezisalela emuva ekukhuleni, ezinesiqu esisontekile, noma iqabunga elingekho? Bobabili abalimi bembewu kanye nabatshali benza izivivinyo zokuhluma.
Izitshalo ezitshalwe kulokhu kuhlolwa zihlolwa mathupha, futhi ngokwemibandela yenkampani kanye nezindlela zokutshala. Umlimi wembewu, isibonelo, ulima ngaphansi kwezimo ezifanayo ncamashi unyaka wonke, kanti endaweni yokuhweba ebamba ukushisa lezi zimo zingahluka ngesizini ngayinye. . Ngakho-ke, imiphumela yokuhlolwa kokuhluma ingahluka enye kwenye. Lokhu kwenza kube nzima kubalimi bembewu ukuthi bavumelane ngezinga lembewu nokuthi abalimi balinganise kahle ukukhiqizwa kwezithombo,” kusho uLydia Meesters, umcwaningi we-Agro Food Robotics e-Wageningen University & Research.
Ama-Neural amanethiwekhi
Kuphrojekthi Ukuxhashazwa kwamathuluzi we-high-tech plant phenotyping ezinkampani ezizalanisa nabatshali (2018-2021), abacwaningi abavela ku-Agro Food Robotics e-Wageningen University & Research bathuthukise ukuhlolwa kokuhluma okuzenzakalelayo, okujwayelekile okuqeda lezi zinkinga.
"Ngohlelo lwethu lwekhamera ye-MARVIN, senza inombolo enkulu yamafilimu anesivinini esikhulu sezithombo zikatamatisi futhi sizixhumanise nesofthiwe yokuhlukanisa," kusho u-Meesters. “I-software isebenzisa amanethiwekhi e-neural (ukufunda ngokujulile), uhlobo lobuhlakani bokwenziwa olwenza amakhompyutha akwazi ukufunda ngokusekelwe olwazini alutholayo. Kulokhu senza kokubili izithombe ezinobukhulu obungu-2 nezingu-3-dimensional.”
Ukubikezela okungcono
Omunye wabalingani abayishumi nanye kulo msebenzi nguPaul Verbruggen, umcwaningi eBejo Zaden eWarmenhuizen. “Sihlale sibheke ukubikezela kangcono ikhwalithi nokufana kwezitshalo zikatamatisi ezivela enzalweni yethu,” uyachaza.
Lowo mgomo manje usufinyeleleka ngenxa yocwaningo lwe-Wageningen. "Isistimu yekhamera ye-Marvin isivele ibonakala ibikezela ikhwalithi yezitshalo kahle," kusho u-Verbruggen. “Uma wengeza ubuchwepheshe obusha, njengobuhlakani bokufakelwa, ukwethembeka kukhuphuka kakhulu. Imiphumela yokuqala iphinda ikhombise ukuthi akunandaba ukuthi uqoqa izithombe ezingu-2-D noma ezingu-3-D zezitshalo zikatamatisi. “Kithina kuhle ukwazi, ngoba kuqinisekisa ukuthi uBejo Zaden usevele esebenzisa uhlelo oluhle.”
Ukusebenza kahle
U-Verbruggen uphinde waphawula ukuthi kunzima ukufinyelela esivumelwaneni namanye amaqembu mayelana nendlela yokulinganisa ikhwalithi yembewu. "Manje sisebenza ndawonye kumamodeli aqagelayo enziwe umthungi, lapho uzakwethu ngamunye angaqeqesha imodeli yakhe." Uma kuya ku-Meesters, lawa mamodeli ayisiqalo nje. "Lapho ubuchwepheshe besimanje buhlanganiswa nezindawo zokugcina izithombo, izinkampani ezisebenza kahle kakhulu."