SongshuY / SurfaceDefectDetection-VAEGAN-TensorFlowLinks
An unsupervised impurities detection method based on VAE-GAN
☆11Updated 5 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
Sorting:
- 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 6 years ago
- demo project of <A Surface Defect Detection Method Based on Positive Samples>, deployed in pytorch☆41Updated 5 years ago
- pytorch☆13Updated 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…☆82Updated 5 years ago
- This is the implementation of Semi-supervised Anomaly Detection using AutoEncoders☆62Updated 5 years ago
- Unsupervised-Defect-Segmentation anomaly detection☆30Updated 5 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
- ☆24Updated 4 years ago
- Segmentation-based deep-learning approach for surface-defect detection with pytorch☆25Updated 6 months ago
- 无监督正样本训练 检测缺陷并分割图像☆26Updated 3 years ago
- A U-Net based model for surface defect detection☆13Updated 6 years ago
- ☆17Updated 6 years ago
- WGAN based AnoGAN☆47Updated 4 years ago
- Segmentation-Based Deep-Learning Approach for Surface-Defect Detection☆26Updated 4 years ago
- Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders☆126Updated 4 years ago
- A tensorflow implement for ganomaly☆39Updated 6 years ago
- try VAE GANLoss + SSIM loss in anomaly Detection☆13Updated 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
- ☆157Updated 3 years ago
- Surface Defect Detection with Segmentation-Decision Network on KolektorSDD☆138Updated 4 years ago
- The Extended Version of GANomaly with Spatial Clue☆33Updated 6 years ago
- dataset of the upcoming paper "Saliency of magnetic tile surface defects"☆198Updated 5 years ago
- 玻璃绝缘子缺陷检测☆33Updated 4 years ago
- Steel defect detection intern project in PIRL(Postech information Research Laboratories)☆18Updated 6 years ago
- 东南大学杨冠羽教授的缺陷布料检测项目☆12Updated 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☆8Updated 4 years ago
- ☆11Updated 3 years ago
- Project: Unsupervised Anomaly Segmentation via Deep Feature Reconstruction☆97Updated 2 years ago