Uhlobo namaphesenti e-fiber aqukethwe ezindwangu zendwangu yizici ezibalulekile ezithinta ikhwalithi yezindwangu, futhi yilokho abathengi abakunaka lapho bethenga izingubo zokugqoka.Imithetho, imithethonqubo kanye nemibhalo yokumisa ehlobene namalebula ezindwangu kuwo wonke amazwe emhlabeni idinga cishe wonke amalebula ezindwangu ukuze abonise ulwazi lokuqukethwe kwefayibha.Ngakho-ke, okuqukethwe kwe-fiber kuyinto ebalulekile ekuhlolweni kwendwangu.

Ukunqunywa kwelabhorethri yamanje kokuqukethwe kwefayibha kungahlukaniswa kube izindlela ezibonakalayo nezindlela zamakhemikhali.Indlela yokulinganisa ye-fiber microscope cross-sectional method iyindlela engokwenyama evame ukusetshenziswa, ehlanganisa izinyathelo ezintathu: ukulinganisa indawo ye-fiber cross-sectional, ukukalwa kobubanzi befayibha, kanye nokunqunywa kwenani lemicu.Le ndlela isetshenziselwa kakhulu ukuqashelwa okubukwayo ngesibonakhulu, futhi inezici zokuchitha isikhathi nezindleko eziphezulu zokusebenza.Ngokuhloswe ngayo ekushiyekeni kwezindlela zokutholwa mathupha, ubuchwepheshe bokubona ngokuzenzakalelayo bobuhlakani bokwenziwa (AI) buvelile.

Izimiso eziyisisekelo zokutholwa okuzenzakalelayo kwe-AI

(1)Sebenzisa ukutholwa okuqondiwe ukuze uthole i-fiber cross-section endaweni eqondiwe

(2)Sebenzisa isegmentation ye-semantic ukuze uhlukanise ingxenye yefayibha eyodwa ukuze ukhiqize imephu yemaski

(3)Bala indawo ephambanayo ngokusekelwe kumephu yemaski

(4)Bala i-avareji yendawo ephambanayo yefayibha ngayinye

Isampula yokuhlola

Ukutholwa kwemikhiqizo ehlanganisiwe ye-cotton fiber kanye nemicu ehlukahlukene ye-cellulose evuselelwe kabusha ingummeleli ojwayelekile wokusetshenziswa kwale ndlela.Izindwangu ezihlanganisiwe ezingu-10 zikakotini ne-viscose fiber kanye nezindwangu ezihlanganisiwe zikakotini ne-modal zikhethwa njengamasampula okuhlola.

Indlela yokuthola

Beka isampula ye-cross-section elungisiwe esiteji somhloli ozenzakalelayo we-AI, lungisa ukukhuliswa okufanele, bese uqala inkinobho yohlelo.

Ukuhlaziywa kwemiphumela

(1) Khetha indawo ecacile neqhubekayo esithombeni se-fiber cross section ukudweba ifremu elingunxande.

(2) Setha imicu ekhethiwe kuhlaka olucacile lukanxande kumodeli ye-AI, bese uhlukanisa kusengaphambili isigaba ngasinye se-fiber cross.

(3) Ngemva kokuhlukanisa kusengaphambili imicu ngokusho kokuma kwe-fiber cross-section, ubuchwepheshe bokucubungula izithombe busetshenziselwa ukukhipha i-contour yesithombe se-fiber cross-section ngayinye.

(4) Mepha uhlaka lwefayibha esithombeni sokuqala ukuze wakhe isithombe somphumela wokugcina.

(5) Bala okuqukethwe yifayibha ngayinye.

Cukufakwa

Kumasampuli ahlukene ayi-10, imiphumela yendlela yokuhlola ezenzakalelayo yesigaba esiphambanayo se-AI iqhathaniswa nokuhlola okwenziwa ngesandla okuvamile.Iphutha eliphelele lincane, futhi iphutha elikhulu alidluli u-3%.Ihambisana nezinga futhi inezinga lokuqashelwa eliphezulu kakhulu.Ngaphezu kwalokho, ngokwesikhathi sokuhlola, ekuhlolweni kwendabuko okwenziwa ngesandla, kuthatha imizuzu engama-50 ukuthi umhloli aqedele isivivinyo sesampula, futhi kuthatha imizuzu emi-5 kuphela ukuthola isampula ngendlela yokuhlola ezenzakalelayo ye-AI, ethatha imizuzu emi-5 kuphela. kuthuthukisa kakhulu ukusebenza kahle kokuhlonza futhi konga abasebenzi kanye nezindleko zesikhathi.

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