demo project of <A Surface Defect Detection Method Based on Positive Samples>, deployed in pytorch
☆43May 7, 2020Updated 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.☆41Nov 19, 2020Updated 5 years ago
- ☆12Jun 14, 2022Updated 3 years ago
- An unsupervised impurities detection method based on VAE-GAN☆11Apr 6, 2020Updated 5 years ago
- NEU Surface defect classification with ResNet.☆15Jul 4, 2023Updated 2 years ago
- [EAAI 2024] Template-based Feature Aggregation Network for industrial anomaly detection☆11Mar 6, 2025Updated last year
- [ICASSP 2022] FDSNet: An Accurate Real-Time Surface Defect Segmentation Network☆38Oct 17, 2024Updated last year
- ☆12Sep 28, 2024Updated last year
- Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders☆129Jul 27, 2020Updated 5 years ago
- This is an official implementation of “A Masked Reverse Knowledge Distillation Method Incorporating Global and Local Information for Imag…☆49Dec 23, 2025Updated 2 months ago
- 天池比赛-铝型材表面瑕疵识别的实现;Pytorch;finetune renet;☆15Oct 27, 2018Updated 7 years ago
- pytorch☆14Dec 11, 2020Updated 5 years ago
- Metal Surface Defect for Few-shot Classification Using Graph Embedding and Optimal Transport(IEEE TIM)☆16Dec 4, 2022Updated 3 years ago
- Ardusim. Accurate and real-time multi-UAV simulation☆15Nov 28, 2022Updated 3 years ago
- Unsupervised-Defect-Segmentation anomaly detection☆29Oct 21, 2019Updated 6 years ago
- Code for reproducing f-AnoGAN in Pytorch☆28Jan 10, 2022Updated 4 years ago
- Few-shot Steel Surface Defect Detection☆14Nov 30, 2021Updated 4 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☆15Nov 30, 2021Updated 4 years ago
- defect detection algorithm☆144May 30, 2023Updated 2 years ago
- Unofficial individual re-implementation for "MemSeg: A semi-supervised method for image surface defect detection using differences and co…☆39Jun 29, 2022Updated 3 years ago
- [NeurIPS 2024 Spotlight] Pytorch Implementation for NeurIPS 2024 paper: ResAD: A Simple Framework for Class Generalizable Anomaly Detecti…☆84Oct 18, 2025Updated 4 months ago
- [TII 2025] Official Implementation and Dataset Release for "Center-aware Residual Anomaly Synthesis for Multi-class Industrial Anomaly De…☆30Oct 5, 2025Updated 5 months ago
- A U-Net based model for surface defect detection☆13Dec 19, 2018Updated 7 years ago
- PatchCore method for Industrial Anomaly Detection + CLIP☆42Aug 28, 2024Updated last year
- SOD-YOLO (Small Object Detection YOLO) builds upon the foundational YOLOv8 model to address the unique challenges of detecting small obje…☆34Jun 16, 2024Updated last year
- PyTorch implementation of "Reconstruction by inpainting for visual anomaly detection (RIAD)"☆17Mar 9, 2023Updated 2 years ago
- AIFT2019-Real-time fabric defect segmentation based on convolutional neural network☆34Nov 23, 2019Updated 6 years ago
- Steel defect detection intern project in PIRL(Postech information Research Laboratories)☆19Apr 3, 2019Updated 6 years ago
- CLIP-AD is an upgraded version of the zero-shot anomaly detection method we proposed for the VAND challenge.☆41Mar 5, 2024Updated 2 years ago
- Bayesian Deep Learning for Remaining Useful Life Estimation of Machine Tool Components☆15Apr 26, 2022Updated 3 years ago
- Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detection☆33Aug 9, 2025Updated 6 months ago
- Pytorch implementation of our ICCV 2021 paper "Road Anomaly Detection by Partial Image Reconstruction with Segmentation Coupling"☆21Apr 2, 2024Updated last year
- ☆18Jun 7, 2024Updated last year
- [IJCV 2024] Hard-normal Example-aware Template Mutual Matching for Industrial Anomaly Detection☆23Jan 1, 2025Updated last year
- ☆14Mar 23, 2021Updated 4 years ago
- spatio-temporal tasks☆16Jul 15, 2024Updated last year
- A fast and color-reserved fusion method for visible and infrared image pairs, and a metric called color deviation. This is the Python imp…☆24May 8, 2025Updated 9 months ago
- Source code for Skip-GANomaly paper☆197Dec 8, 2022Updated 3 years ago
- Official implementation of the "PixOOD: Pixel-Level Out-of-Distribution Detection"☆21Oct 24, 2024Updated last year
- (ICCV 2025) DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup☆54Dec 13, 2025Updated 2 months ago