Kuverengera kuyanana nekutarisa mamiriro eSoybeans mukati mechirimo - kuneta, asi basa rinodiwa paunenge uchibvisa marudzi matsva.
Vafudzi vanofanirwa kudzungaira zuva nezuva pasi pezuva rinopisa munguva dzekushushikana kwenguva dzekukura kwenguva yekukura kuti vawane zvirimwa zvinoratidza kuti zvinodikanwa sekuruka kwePODS. Asi, pasina kuve nemukana wekutora kuwanikwa kwezviratidzo izvi, masayendisiti haakwanise kuyedza masayiti akawanda sezvavanoda kuwedzera nguva yekubvisa mhando nyowani mumusika.
Muchidzidzo chitsva cheYunivhesiti yeIlinois, masayendisiti anofanotaura nguva yekufambisa kwemazuva maviri uchishandisa mifananidzo kubva kuDrones uye nehungwaru zvakanyanya, iyo inofambisa zvikuru basa.
"Kuongorora kweiyo Pod Kusimukira kunoda nguva yakawanda uye pano zvinowanzoitika kuita chikanganiso, sezvo iyi ongororo yekuongorora yakavakirwa paruvara rwePOD," anodaro nicholas martin , Busha purofesa weDhipatimendi reCreeding muIllinois uye mubatanidzwa wekudzidza. "Vakawanda vakaedza kushandisa snapshots kubva kumarroni kuti vaongorore kukura, asi isu tiri vekutanga kuwana nzira chaiyo yekuzviita."
Rodrigo Trevizan, mudzidzi weChirachiremba anoshanda naMartin, akadzidzisa makomputa kuti aone shanduko yemavara emifananidzo kubva mumatunhu mashanu, matatu mwaka wekukura uye nyika mbiri. Izvo zvakakosha kuti uzive kuti makomputa akakwanisa kufunga nekududzira kunyange "yakaipa" mifananidzo.
"Ngatiti tiri kuda kuunganidza mifananidzo mazuva matatu ega ega, asi kana makore angooneka kana kuti achinaya, izvo zvinokanganisa iwo mavara. Mukupedzisira, paunogamuchira data kwemakore akasiyana kana kubva kunzvimbo dzakasiyana, ivo vese vachataridzika zvakasiyana neyekufunga kwehuwandu hwemifananidzo, zvipindiripiti zvichingodaro. Iyo inhauriro huru yatakagadzira ndeyekuti tingafunga sei nezve ruzivo rwese rwakatambirwa. Muenzaniso wedu unoshanda zvakanaka zvisinei kuti data rakawanda sei raifamba, "anodaro Trvizan.
Trevisan akashandisa mhando yehungwaru hwengwaru, anonzi akadzika excoluental neural network (CNN). Anoti CNN yakafanana nenzira iyo uropi hwevanhu anodzidza kududzira zvikamu zvezvifananidzo - ruvara, chimiro, icho, icho, ruzivo rwunowanikwa kubva mumaziso edu.
"CNN Kuona shanduko diki muruvara, kunze kwemafomu, miganhu uye miganho. Kwatiri, inonyanya kukosha yaive ruvara. Asi mukana wemhando dzehungwaru hwekungwara, hwatakashandisa, ndezvekuti zvingave nyore kwazvo kushandisa iwo maitiro akafanana kuti afanane nehumwe hunhu, hwakadai seyakafanira kana span. Saka, ikozvino kuti isu tine aya marudzi, vanhu vanofanirwa kuve nyore nyore kushandisa zano rimwe chete rekuita mamwe mabasa mazhinji, "akatsanangura Tervizani.
Masayendisiti anoti tekinoroji ichave inoshanda kunyanya mukubereka makambani ekutengesa.
"Taive neboka revatambi veguta vakapinda muchidzidzo chinganyatsoda kurishandisa mumakore anouya. Uye vakaita mupiro wakanaka kwazvo, unokosha. Vaida kuve nechokwadi kuti mhinduro dzinoenderana nevabereki vemunda dzinoita sarudzo kusarudza zvirimwa uye nevarimi, "akadaro Nicholas Martin.
(Source: farmtariio.com. Photo: Getty mifananidzo).