Hom thiab feem pua ​​​​ntawm fiber ntau muaj nyob rau hauv textile fabrics yog ib qho tseem ceeb uas cuam tshuam rau qhov zoo ntawm fabrics, thiab lawv kuj yog cov neeg tau txais kev pab thaum yuav khaub ncaws.Cov kev cai lij choj, cov kev cai thiab cov ntaub ntawv pov thawj muaj feem xyuam nrog cov ntawv xov xwm hauv txhua lub teb chaws hauv ntiaj teb xav tau yuav luag txhua daim ntawv xov xwm los qhia cov ntaub ntawv fiber ntau.Yog li ntawd, cov ntsiab lus fiber ntau yog ib qho tseem ceeb hauv kev sim textile.

Lub chaw soj ntsuam tam sim no qhov kev txiav txim siab ntawm cov ntsiab lus fiber ntau tuaj yeem muab faib ua cov qauv ntawm lub cev thiab cov txheej txheem tshuaj.Txoj kev ntsuas fiber ntau hla ntu ntu yog ib txoj hauv kev siv lub cev, suav nrog peb kauj ruam: qhov ntsuas ntawm fiber ntau hla ntu ntu, ntsuas kab ntawm fiber ntau, thiab kev txiav txim siab ntawm cov fibers.Txoj kev no feem ntau yog siv rau kev pom kev pom los ntawm lub tshuab tsom iav, thiab muaj cov yam ntxwv ntawm lub sijhawm siv thiab tus nqi zog siab.Lub hom phiaj ntawm qhov tsis txaus ntawm cov txheej txheem tshawb nrhiav, kev txawj ntse txawj ntse (AI) automated detection technology tau tshwm sim.

Cov hauv paus ntsiab lus ntawm AI automated nrhiav kom tau

(1) Siv lub hom phiaj txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhawm rau txhaws

(2) Siv semantic segmentation rau ntu ib ntu fiber ntau hla los tsim daim ntawv qhia daim npog ntsej muag

(3) Xam qhov chaw hla ntu raws li daim ntawv qhia daim npog ntsej muag

(4) Xam qhov nruab nrab ntawm qhov chaw hla ntawm txhua qhov fiber ntau

Cov qauv kuaj

Kev tshawb pom ntawm cov khoom sib xyaw ntawm cov paj rwb fiber ntau thiab ntau cov cellulose regenerated fibers yog ib tug neeg sawv cev ntawm daim ntawv thov ntawm txoj kev no.10 blended fabrics ntawm paj rwb thiab viscose fibers thiab blended fabrics ntawm paj rwb thiab modal raug xaiv raws li cov qauv kuaj.

Kev kuaj xyuas txoj kev

Muab cov qauv ntoo khaub lig npaj rau ntawm theem ntawm AI cross-section tsis siv neeg tester, kho qhov tsim nyog magnification, thiab pib qhov kev pab cuam khawm.

Kev txheeb xyuas qhov tshwm sim

(1) Xaiv ib cheeb tsam kom meej thiab txuas ntxiv hauv daim duab ntawm cov kab ntoo fiber ntau los kos ib daim duab plaub.

(2) Teem cov fibers uas tau xaiv nyob rau hauv daim duab duab meej meej rau hauv AI qauv, thiab tom qab ntawd ua ntej muab faib rau txhua ntu fiber ntau.

(3) Tom qab kev faib cov fibers ua ntej raws li cov duab ntawm fiber ntau cross-section, cov duab ua tshuab yog siv los rho tawm cov contour ntawm daim duab ntawm txhua qhov fiber ntau cross-section.

(4) Daim ntawv qhia fiber ntau rau daim duab qub los tsim cov duab kawg.

(5) Xam cov ntsiab lus ntawm txhua fiber ntau.

Csuav nrog

Rau 10 cov qauv sib txawv, cov txiaj ntsig ntawm AI cross-section tsis siv neeg kuaj txoj kev raug muab piv nrog cov ntawv xeem ib txwm muaj.Qhov kev ua yuam kev tsis yog me me, thiab qhov yuam kev siab tshaj plaws tsis tshaj 3%.Nws ua raws li tus qauv thiab muaj qhov lees paub siab heev.Tsis tas li ntawd, nyob rau hauv cov nqe lus ntawm kev xeem lub sij hawm, nyob rau hauv ib txwm phau ntawv xeem, nws yuav siv sij hawm 50 feeb rau tus neeg soj ntsuam kom ua tiav qhov kev xeem ntawm ib tug qauv, thiab nws tsuas yog siv sij hawm 5 feeb los xyuas ib tug qauv los ntawm AI cross-section automatic test method, uas. zoo heev txhim kho kev tshawb nrhiav efficiency thiab txuag cov neeg ua haujlwm thiab cov nqi sijhawm.

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