mingren8888 / GAN-defectLinks
demo project of <A Surface Defect Detection Method Based on Positive Samples>, deployed in pytorch
☆41Updated 5 years ago
Alternatives and similar repositories for GAN-defect
Users that are interested in GAN-defect are comparing it to the libraries listed below
Sorting:
- generate randomly defects on positive samples and restore them with GAN.☆40Updated 4 years ago
- Frequency-aware Image Restoration for Industrial Visual anomaly detection☆31Updated 7 months ago
- ☆28Updated 3 years ago
- Unsupervised-Defect-Segmentation anomaly detection☆30Updated 5 years ago
- PFM and PEFM for Image Anomaly Detection and Segmentation☆36Updated 2 years ago
- Project: Unsupervised Anomaly Segmentation via Deep Feature Reconstruction☆97Updated 2 years ago
- ☆43Updated 2 years ago
- ☆22Updated 2 years ago
- Code and dataset of Triplet- Graph Reasoning Network for Few-shot Metal Generic Surface Defect Segmentation☆39Updated 2 years ago
- pytorch☆8Updated 4 years ago
- ☆24Updated 4 years ago
- [TIP 2023] Omni-frequency Channel-selection Representations for Unsupervised Anomaly Detection☆49Updated 2 years ago
- 玻璃绝缘子缺陷检测☆33Updated 4 years ago
- Segmentation-Based Deep-Learning Approach for Surface-Defect Detection☆26Updated 4 years ago
- Reconstruction by Inpainting Based Anomaly Detection☆70Updated 4 years ago
- Segmentation-based deep-learning approach for surface-defect detection with pytorch☆25Updated 6 months ago
- Official PyTorch implementation of the 2023 IEEE International Conference on Image Processing (ICIP 2023) paper "Adversarial Defect Synth…☆12Updated last year
- A sequence normalizing flow framework with memory saving, automatic Jacobian tracking, and object-oriented programming features.☆40Updated last year
- REB：Reducing Biases in Representation for Industrial Anomaly Detection☆25Updated last year
- Unofficial individual re-implementation for "MemSeg: A semi-supervised method for image surface defect detection using differences and co…☆38Updated 2 years ago
- SSGD(ICASSP2023)☆44Updated 6 months ago
- Reconstruction from edge image combined with color and gradient difference for industrial surface anomaly detection☆27Updated 9 months ago
- This is the GC10-DET datasets of the upcoming paper " Deep Metallic Surface Defect Detection: the New Benchmark and Detection Network" Th…☆66Updated 3 years ago
- ⚡Saliency detection for strip steel surface defects using multiple constraints and improved texture features☆35Updated 4 years ago
- [AAAI 2023] Official implementation of "Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation".☆120Updated 5 months ago
- mobile phone screen surface defect segmentation (detection) dataset.☆55Updated 7 months ago
- ☆82Updated last year
- ☆54Updated 4 years ago
- defect detection algorithm☆138Updated 2 years ago
- This is unofficial implementation of Inpainting Transformer for Anomaly Detection(Intra)☆49Updated 3 years ago