SongshuY / SurfaceDefectDetection-VAEGAN-TensorFlow
An unsupervised impurities detection method based on VAE-GAN
☆12Updated 4 years ago
Alternatives and similar repositories for SurfaceDefectDetection-VAEGAN-TensorFlow:
Users that are interested in SurfaceDefectDetection-VAEGAN-TensorFlow are comparing it to the libraries listed below
- demo project of <A Surface Defect Detection Method Based on Positive Samples>, deployed in pytorch☆39Updated 4 years ago
- generate randomly defects on positive samples and restore them with GAN.☆40Updated 4 years ago
- 关于杜伦大学的GANomaly的代码☆18Updated 5 years ago
- 无监督正样本训练 检测缺陷并分割图像☆25Updated 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 4 years ago
- 玻璃绝缘子缺陷检测☆32Updated 4 years ago
- This is the implementation of Semi-supervised Anomaly Detection using AutoEncoders☆62Updated 4 years ago
- ☆23Updated 4 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…☆80Updated 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
- try VAE GANLoss + SSIM loss in anomaly Detection☆13Updated 4 years ago
- Unsupervised-Defect-Segmentation anomaly detection☆30Updated 5 years ago
- Segmentation-Based Deep-Learning Approach for Surface-Defect Detection☆26Updated 4 years ago
- Segmentation-based deep-learning approach for surface-defect detection with pytorch☆24Updated 4 months ago
- A U-Net based model for surface defect detection☆14Updated 6 years ago
- 天池创新大赛:热身赛 布匹缺陷检测,内容:根据给出的布匹图片标注出其中的缺陷☆15Updated 3 years ago
- pytorch☆13Updated 4 years ago
- ☆153Updated 3 years ago
- Dataset for classification, detection and prognostics of surface defects on ball screw drives☆59Updated 3 years ago
- The Extended Version of GANomaly with Spatial Clue☆33Updated 5 years ago
- Surface Defect Detection with Segmentation-Decision Network on KolektorSDD☆138Updated 3 years ago
- 使用AnoGAN实现一个缺陷检测小demo☆30Updated 2 years ago
- A tensorflow implement for ganomaly☆39Updated 6 years ago
- ☆10Updated 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。☆138Updated 4 years ago
- Steel defect detection intern project in PIRL(Postech information Research Laboratories)☆18Updated 6 years ago
- Project: Unsupervised Anomaly Segmentation via Deep Feature Reconstruction☆95Updated 2 years ago
- WGAN based AnoGAN☆47Updated 4 years ago
- gan, wgan-gp, anomaly detection, unsupervised, pytorch☆128Updated 5 years ago
- 东南大学杨冠羽教授的缺陷布料检测项目☆12Updated 5 years ago