SongshuY / SurfaceDefectDetection-VAEGAN-TensorFlow
An unsupervised impurities detection method based on VAE-GAN
☆12Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for SurfaceDefectDetection-VAEGAN-TensorFlow
- generate randomly defects on positive samples and restore them with GAN.☆38Updated 4 years ago
- 无监督正样本训练 检测缺陷并分割图像☆22Updated 3 years ago
- pytorch☆13Updated 3 years ago
- The proposed idea is to use convolutional neural network (CNN) to classify defects on the semiconductor wafer substrate. There are total …☆18Updated 3 years ago
- This is the implementation of Semi-supervised Anomaly Detection using AutoEncoders☆60Updated 4 years ago
- Unsupervised-Defect-Segmentation anomaly detection☆29Updated 5 years ago
- A U-Net based model for surface defect detection☆14Updated 5 years ago
- demo project of <A Surface Defect Detection Method Based on Positive Samples>, deployed in pytorch☆36Updated 4 years ago
- 关于杜伦大学的GANomaly的代码☆18Updated 5 years ago
- Segmentation-Based Deep-Learning Approach for Surface-Defect Detection☆24Updated 3 years ago
- Segmentation-based deep-learning approach for surface-defect detection with pytorch☆22Updated 3 years ago
- This is a deep learning application project in the industrial field, intended to detect defects on the workpiece surface. The code is bas…☆79Updated 4 years ago
- 东南大学杨冠羽教授的缺陷布料检测项目☆12Updated 5 years ago
- Steel defect detection intern project in PIRL(Postech information Research Laboratories)☆18Updated 5 years ago
- 本repo是论文GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training 的一个pytorch实现☆9Updated 5 years ago
- A tensorflow implement for ganomaly☆39Updated 5 years ago
- pytorch☆8Updated 3 years ago
- ☆23Updated 3 years ago
- try VAE GANLoss + SSIM loss in anomaly Detection☆13Updated 4 years ago
- Project: Unsupervised Anomaly Segmentation via Deep Feature Reconstruction☆90Updated 2 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
- 基于深度学习的热轧带钢表面缺陷自动检测技术☆35Updated 2 years ago
- ☆10Updated 2 years ago
- 这是一个有关迁移学习的仓库,在这里可以看到迁移学习的各种用法。☆90Updated 3 years ago
- ☆148Updated 2 years ago
- WGAN based AnoGAN☆46Updated 4 years ago
- This is an unofficial implementation of ' Anomaly localization by modeling perceptual features'☆23Updated 4 years ago
- ☆17Updated 5 years ago
- A Novel and Efficient CVAE-GAN-BASED Approach with Informative Manifold for Semi-Supervised Anomaly Detection☆13Updated 5 years ago