mingren8888 / GAN-defect
demo project of <A Surface Defect Detection Method Based on Positive Samples>, deployed in pytorch
☆39Updated 4 years ago
Alternatives and similar repositories for GAN-defect:
Users that are interested in GAN-defect are comparing it to the libraries listed below
- generate randomly defects on positive samples and restore them with GAN.☆40Updated 4 years ago
- Unsupervised-Defect-Segmentation anomaly detection☆30Updated 5 years ago
- ☆23Updated 4 years ago
- PFM and PEFM for Image Anomaly Detection and Segmentation☆34Updated last year
- Frequency-aware Image Restoration for Industrial Visual anomaly detection☆29Updated 3 months ago
- ☆54Updated 3 years ago
- pytorch☆8Updated 4 years ago
- [AAAI 2023] Official implementation of "Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation".☆101Updated last month
- Code and dataset of Triplet- Graph Reasoning Network for Few-shot Metal Generic Surface Defect Segmentation☆39Updated 2 years ago
- Reconstruction by Inpainting Based Anomaly Detection☆66Updated 4 years ago
- REB：Reducing Biases in Representation for Industrial Anomaly Detection☆24Updated last year
- Project: Unsupervised Anomaly Segmentation via Deep Feature Reconstruction☆93Updated 2 years ago
- This is an unofficial implementation of ' Anomaly localization by modeling perceptual features'☆23Updated 4 years ago
- ☆40Updated 2 years ago
- Segmentation-based deep-learning approach for surface-defect detection with pytorch☆24Updated 2 months ago
- [IEEE TIM] An Incremental Knowledge Learning Framework for Continuous Defect Detection☆19Updated 8 months 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
- 玻璃绝缘子缺陷检测☆32Updated 4 years ago
- ☆87Updated 3 months ago
- ☆27Updated 3 years ago
- Reconstruction from edge image combined with color and gradient difference for industrial surface anomaly detection☆25Updated 6 months ago
- Unofficial individual re-implementation for "MemSeg: A semi-supervised method for image surface defect detection using differences and co…☆38Updated 2 years ago
- This is an unofficial implementation of Reconstruction by inpainting for visual anomaly detection (RIAD).☆93Updated 4 years ago
- ☆23Updated 2 years ago
- SSGD(ICASSP2023)☆38Updated 2 months ago
- Unsupervised Anomaly Detection and Segmentation via Deep Feature Correspondence☆19Updated 2 years ago
- Unofficial pytorch implementation of Student-Teacher Feature Pyramid Matching for Unsupervised Anomaly Detection☆79Updated 3 years ago
- This is an unofficial implementation of the paper “Student-Teacher Feature Pyramid Matching for Unsupervised Anomaly Detection”.☆45Updated 3 years ago
- ☆75Updated last year
- [ICPR 2024] Official implementation of SuperSimpleNet: Unifying Unsupervised and Supervised Learning for Fast and Reliable Surface Defect…☆40Updated 4 months ago