LeeWise9 / Segmentation-Based-Surface-Defect-Detection
This is a deep learning application project in the industrial field, intended to detect defects on the workpiece surface. The code is based on keras and runs on GPU.
☆79Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for Segmentation-Based-Surface-Defect-Detection
- Surface Defect Detection with Segmentation-Decision Network on KolektorSDD☆136Updated 3 years ago
- generate randomly defects on positive samples and restore them with GAN.☆38Updated 4 years ago
- ☆148Updated 2 years ago
- Segmentation-based deep-learning approach for surface-defect detection with pytorch☆22Updated 3 years ago
- Segmentation-Based Deep-Learning Approach for Surface-Defect Detection☆24Updated 3 years ago
- This is a Saliency detection toolbox Specially designed for surface defect detection.☆179Updated 2 years ago
- Pytorch Implement of the paper "Segmentation-Based Deep-Learning Approach for Surface Defect Detection"☆190Updated 5 years ago
- My code for Tianchi competition-Aluminum surface defect detection(held by Alibaba Cloud). My final rank is 10/2972(top 0.3%).☆245Updated 3 years ago
- 本项目用深度学习的方法进行工业产品缺陷检测，替代原本人眼的产品质检。从而大幅提升工业产品合格率和降低人力成本。☆128Updated 4 years ago
- 广东工业智造大赛--布匹瑕疵检测复赛代码☆180Updated 4 years ago
- This is the GC10-DET datasets of the upcoming paper " Deep Metallic Surface Defect Detection: the New Benchmark and Detection Network" Th…☆58Updated 2 years ago
- defect detection algorithm☆132Updated last year
- dataset of the upcoming paper "Saliency of magnetic tile surface defects"☆178Updated 4 years ago
- ☆40Updated 2 years ago
- Code of kaggle semantic segmentation competition: Steel Defect Detection.☆23Updated 2 years ago
- 玻璃绝缘子缺陷检测☆31Updated 3 years ago
- 天池2021广东工业智能制造大赛瓷砖瑕疵检测极客奖方案☆79Updated 2 years ago
- DefectNet: Towards Fast and Effective Defect Detection☆22Updated last year
- A U-Net based model for surface defect detection☆14Updated 5 years ago
- Implementation of the paper: Defect Detection in Plain Weave Fabrics by Yarn Tracking and Fully Convolutional Networks☆61Updated 4 years ago
- Detect mainly three kinds of defects on chips,which are bump,dent and dot at pixel level.☆19Updated 5 years ago
- Detecting Faults and Measuring Severity in Welding using Radiographic Images☆47Updated 4 years ago
- ⚡EDRNet:Encoder-Decoder Residual Network for Salient Object Detection of Strip Steel Surface Defects☆49Updated 3 years ago
- 👷胶囊表面缺陷检测withTensorflow，主要检测了凹陷和缺失部分，涉及到GPU加速☆115Updated 3 years ago
- ☆24Updated 5 years ago
- LF-YOLO (Lighter and Faster YOLO) is used to detect defect of X-ray weld image.☆54Updated 3 months ago
- 针对不同旋转矩形框标签格式的转换(txt和xml)☆73Updated 3 years ago
- Spatial Adversarial Convolutional Neural Network for Surface Defect Detection☆10Updated 4 years ago
- Unsupervised-Defect-Segmentation anomaly detection☆29Updated 5 years ago