Muaj plaub qhov tsis xws luag hauv aluminium profiles, xws li khawb, xau, dents, thiab convex hmoov. Aluminium profile duab cov ntaub ntawv teev nyob rau hauv tsab xov xwm no los ntawm ib lub tuam txhab txhuas hauv Jiangsu Province. Tus thawj txhuas profile duab cov ntaub ntawv teev muaj tag nrho ntawm 342 txhuas profile tsis xws luag. Muaj ob peb cov qauv duab tsis xws luag, thiab qhov kev faib ua feem ntawm qee qhov tsis xws luag hauv tag nrho cov ntaub ntawv teev yog tsawg dhau, thiab cov ntaub ntawv tsis raug yog tsis sib npaug. Thaum kev kawm tob yog kev cob qhia, yog tias cov ntaub ntawv teev me me, nws yuav ua rau tus qauv muaj teeb meem overfitting.
Txhawm rau daws cov teeb meem saum toj no, daim ntawv no siv cov duab augmentation los nthuav cov ntaub ntawv ntawm cov duab tsis zoo aluminium profile. Duab augmentation technology ua ib tug series ntawm random contrast adjustments, rotations, thiab lwm yam nyob rau hauv thawj daim duab cov ntaub ntawv los tsim cov ntaub ntawv zoo sib xws tab sis sib txawv kev cob qhia kom nthuav dav qhov loj ntawm cov duab kev cob qhia, thaum txo tus qauv kev vam khom ntawm tej yam nta thiab txhim kho tus qauv generality. . kev muaj peev xwm.