导读 本文是对缺陷算法的综述、源码等资源的汇总。 文献资料汇总:https://github.com/Eatzhy/surface-defect-detection 综述:机器视觉表面缺陷检测综述 缺陷检测工具箱:https://github.com/abin24/Saliency-detection-toolbox 基于深度学习方式1、语义分割方式https://github.com/Wslsdx/Deep-Learning-Approach-for-Surface-Defect-Detection https://github.com/LeeWise9/Segmentation-Based-Surface-Defect-Detection https://github.com/CristinaMa0917/Defects_Detection_MaskRCNN 2、目标检测方式https://github.com/YeahHuang/Al_surface_defect_detection 3、基于GANhttps://github.com/hukefei/GAN-defect 4、不同行业应用1)PCBhttps://github.com/Ixiaohuihuihui/Tiny-Defect-Detection-for-PCB https://github.com/chinthysl/AXI_PCB_defect_detection https://github.com/gustavo95/pcb-defect-detection 2)钢材缺陷检测https://github.com/khornlund/severstal-steel-defect-detection https://github.com/Diyago/Severstal-Steel-Defect-Detection https://github.com/toandaominh1997/Steel-Defect-Detection https://github.com/rook0falcon/steel-defect-detection 3)胶囊缺陷检测https://github.com/TSjianjiao/Defect-Detection-with-tensorflow 4)电池缺陷检测https://github.com/cdeldon/thermography https://github.com/evip/ButtonDefectDetection 5)织物缺陷检测https://github.com/weningerleon/TextileDefectDetection https://github.com/freedom-kevin/defect_detection https://github.com/Johncheng1/Fabric-defect-detection https://github.com/luissen/SSDT-A-single-shot-detector-for-PCB--defects https://github.com/wangerniuniu/FabricDefectDetection https://github.com/mynameiswangshiyi/AE-BP-fabric-defect-detection 6)水果和蔬菜缺陷检测https://github.com/shyamsuresh14/Detection-of-defects-in-fruits-and-vegetables 其它https://github.com/skokec/segdec-net-jim2019 https://github.com/zwb204/Industrial_defect_detection https://github.com/wuziheng/SiliconWaferDefectDetection https://github.com/qiucongying/Mcue https://github.com/yjphhw/SACNN 缺陷检测数据集https://github.com/abin24/Surface-Inspection-defect-detection-dataset https://github.com/Eatzhy/Surface-defect-Detection-dataset
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来自: taotao_2016 > 《图像处理》