基于工業(yè)視覺的汽車鈑金件智能檢測(cè)裝備研發(fā)

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中圖分類號(hào)：TP391.4 文獻(xiàn)標(biāo)志碼：A 文章編號(hào)：2095-2945（2025）18-0033-04

Abstract：Withtherapiddevelopmentoftheautomotiveindustry，people'srequirementsforthequalityofautomotivesheet metalpartsarebecomingincreasinglyhighTradionalmanualdetectionmethodsarenotonlyineficient，butalsosusceptibleto humaninterference，leading tounstabledetectionresults.Inordertoimprovedetectionfciencyandaccuracythisstudy developedanintellgentdetectiondevice forautomotivesheetmetal partsbasedonindustrialvision.Thisdeviceuses precisionindustrialcamerastocaptureimagesofsheetmetalpartsAdvancedimageprocesingalgorithmsareusedtopreproce， extractfeatures，andrecognizedefectsintheimages.Machinelearningtechnologyisusedtointellgentlyanalyethedetection results，achievingfastandaccuraterecognitionofsurfacedefectsonshetmetalparts.Thepracticalityandreliabilityofthe devicehavebeenverifiedthroughactualproductionlinetesting.Thisresearchprovidesanefectivesolutionfortheautomated and intelligent inspection of automobile sheet metal parts.

Keywords：industrialvision;intellgent inspection;automotivesheetmetal paits;；imageprocessing；machinelearning

汽車鈑金件的質(zhì)量對(duì)汽車性能和安全性至關(guān)重要。（剩余3649字）