基于百度飛槳EasyDL平臺(tái)的芯片質(zhì)檢系統(tǒng)設(shè)計(jì)與開(kāi)發(fā)

打開(kāi)文本圖片集

中圖分類(lèi)號(hào)：TP311 文獻(xiàn)標(biāo)識(shí)碼：A 文章編號(hào)：2096-4706（2025）12-0184-10

Design and Development of Chip Quality Inspection System Based on PaddlePaddle EasyDLPlatform

SUN Cuigai， SHENG Xuefeng，YU Dawei （Suzhou CollegeofInformationTechnology，Suzhou 21520o，China）

Abstract：Aimingat the problems oflowchip inspection eficiency，high labor cost，and poor product consistency in current industrialproduction，this paper designsand develops anautomatedchipquality inspection system basedonartifcial intellgencetechnology.ThesystemtakesthePaddePaddleEasyDLplatformas thecore，colectschipimages throughindustrial cameras，anduses the Deep Learning algorithmtorealize the inteligentrecognition of defectssuchaschippinmising and surfacecratches.Theexperimentalresultsshowthatthesystemcanefectivelyreplace thetraditionalmanual inspectionmethod， significantlyimprovetheispectionaccracyandeiencyedueproductionosts，andprovidestrongsupportforancing thecorecompetitivenssof theindustryandpromotingkeytechnologicalinnovations.Thesuccessfulapplicationofthissystem notonlypromotes theimprovementofindustrial independentinnovationabilityutalsoprovidesanetechnicalpathforthe realization of high-quality development of manufacturing industry.

Keywords： PaddlePaddle; EasyDL; chip inspection; quality inspection; Deep Learning; intellgent manufacturing

0 引言

在現(xiàn)代電子產(chǎn)業(yè)中，芯片作為核心組件，其質(zhì)量直接關(guān)系到電子產(chǎn)品的性能、穩(wěn)定性和可靠性。（剩余10289字）