Mhando uye muzana yefiber iri mumachira emucheka zvinhu zvakakosha zvinokanganisa kunaka kwemachira, uye ndizvo zvakare izvo vatengi vanoteera kana vachitenga zvipfeko.Mitemo, mirau uye magwaro ekumisikidza ane chekuita nemavara emucheka munyika dzese pasirese anoda anenge ese machira mavara kuratidza ruzivo rwefiber.Naizvozvo, fiber yemukati chinhu chakakosha mukuyedzwa kwemachira.

Ikozvino marabhoritari kutsunga kwefiber content inogona kukamurwa kuita nzira dzemuviri uye nzira dzemakemikari.Fiber microscope cross-sectional measurement method inzira inowanzoshandiswa yemuviri, inosanganisira matanho matatu: kuyerwa kwefiber cross-sectional area, kuyerwa kwefiber diameter, uye kutema kwehuwandu hwefiber.Iyi nzira inonyanya kushandiswa kucherechedzwa kwekuona kuburikidza nemaikorosikopu, uye ine maitiro ekutora nguva uye kudhura kwevashandi.Tichitarisa kushomeka kwemaitiro ekuona manyorero, artificial intelligence (AI) otomatiki yekuona tekinoroji yabuda.

Nheyo dzekutanga dzeAI otomatiki kuona

(1)Shandisa chinangwa chekuona kuti uone fiber muchinjika-zvikamu munzvimbo inotarirwa

(2)Shandisa semantic segmentation kugovera imwe fiber muchinjiko chikamu kugadzira mepu yemask

(3) Verenga nzvimbo yakachinjika zvichienderana nemepu yemasiki

(4) Verenga avhareji muchinjiko-chikamu nharaunda imwe neimwe fiber

Test sample

Kuonekwa kwezvigadzirwa zvakasanganiswa zvekotoni fiber uye zvakasiyana-siyana zvakagadziridzwa zvakare cellulose fibers mumiririri wemaitiro ekushandiswa kweiyi nzira.10 machira akasanganiswa edonje uye viscose faibha uye machira akasanganiswa edonje uye modal anosarudzwa seyeyedzo samples.

Nzira yekuona

Isa iyo yakagadzirira muchinjika-chikamu sampu padanho reAI muchinjiko-chikamu otomatiki tester, gadzirisa iyo yakakodzera magnification, uye tanga bhatani rechirongwa.

Kuongorora kwemhedzisiro

(1) Sarudza nzvimbo yakajeka uye inoenderera mumufananidzo wefiber cross chikamu kudhirowa rectangular furemu.

(2) Seta mafiber akasarudzwa mune yakajeka rectangular furemu muAI modhi, uye wozofanoisa kirasi yega yega fiber muchinjiko chikamu.

(3) Mushure mekutanga kuisa mafiber zvichienderana nechimiro chefiber cross-section, tekinoroji yekugadzira mifananidzo inoshandiswa kuburitsa iyo contour yemufananidzo weimwe neimwe fiber cross-section.

(4) Mepu iyo fiber ratidziro kumufananidzo wepakutanga kuti ugadzire iyo yekupedzisira mhedzisiro mufananidzo.

(5) Verenga zviri mukati mefiber imwe neimwe.

Ckubatanidza

Kune gumi akasiyana masampuli, mhedzisiro yeAI muchinjiko-chikamu otomatiki bvunzo nzira inofananidzwa neyechinyakare bhuku bvunzo.Mhedziso yekukanganisa idiki, uye iyo yakanyanya kukanganisa haipfuure 3%.Inoenderana neyakajairwa uye ine mwero wakanyanya wekuzivikanwa.Pamusoro pezvo, maererano nenguva yekuyedzwa, muyedzo yechinyakare yemanyorero, zvinotora maminetsi makumi mashanu kuti inspector apedze bvunzo yemuenzaniso, uye zvinongotora maminetsi mashanu kuona sampuli neAI muchinjiko-chikamu otomatiki bvunzo nzira, iyo. inovandudza zvakanyanya kugona kwekuona uye inochengetedza manpower uye nguva mutengo.

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