来自｜知乎 作者｜Tom Hardy
链接｜https://zhuanlan.zhihu.com/p/305087419
文献资料汇总
https://github.com/Eatzhy/surface-defect-detection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-Detectionhttps://github.com/LeeWise9/Segmentation-Based-Surface-Defect-Detectionhttps://github.com/CristinaMa0917/Defects_Detection_MaskRCNN2、目标检测方式
https://github.com/YeahHuang/Al_surface_defect_detection3、基于GAN
https://github.com/hukefei/GAN-defect4、不同行业应用
1）PCB
https://github.com/Ixiaohuihuihui/Tiny-Defect-Detection-for-PCBhttps://github.com/chinthysl/AXI_PCB_defect_detection
https://github.com/gustavo95/pcb-defect-detection2）钢材缺陷检测
https://github.com/khornlund/severstal-steel-defect-detectionhttps://github.com/Diyago/Severstal-Steel-Defect-Detectionhttps://github.com/toandaominh1997/Steel-Defect-Detectionhttps://github.com/rook0falcon/steel-defect-detection3）胶囊缺陷检测
https://github.com/TSjianjiao/Defect-Detection-with-tensorflow4）电池缺陷检测
https://github.com/cdeldon/thermographyhttps://github.com/evip/ButtonDefectDetection5）织物缺陷检测
https://github.com/weningerleon/TextileDefectDetectionhttps://github.com/freedom-kevin/defect_detectionhttps://github.com/Johncheng1/Fabric-defect-detectionhttps://github.com/luissen/SSDT-A-single-shot-detector-for-PCB--defectshttps://github.com/wangerniuniu/FabricDefectDetectionhttps://github.com/mynameiswangshiyi/AE-BP-fabric-defect-detection6）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-jim2019https://github.com/zwb204/Industrial_defect_detectionhttps://github.com/wuziheng/SiliconWaferDefectDetectionhttps://github.com/qiucongying/Mcuehttps://github.com/yjphhw/SACNN缺陷检测数据集
https://github.com/abin24/Surface-Inspection-defect-detection-datasethttps://github.com/Eatzhy/Surface-defect-Detection-dataset
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