pasqualecoscia / SyntheticDefectGenerationLinks
Official PyTorch implementation of the 2023 IEEE International Conference on Image Processing (ICIP 2023) paper "Adversarial Defect Synthesis for Industrial Products in Low Data Regime"
☆12Updated last year
Alternatives and similar repositories for SyntheticDefectGeneration
Users that are interested in SyntheticDefectGeneration are comparing it to the libraries listed below
Sorting:
- [AAAI 2023] Official implementation of "Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation".☆146Updated last year
- dataset of the upcoming paper "Saliency of magnetic tile surface defects"☆207Updated 5 years ago
- demo project of <A Surface Defect Detection Method Based on Positive Samples>, deployed in pytorch☆43Updated 5 years ago
- Code and dataset of Triplet- Graph Reasoning Network for Few-shot Metal Generic Surface Defect Segmentation☆46Updated 4 months ago
- generate randomly defects on positive samples and restore them with GAN.☆41Updated 5 years ago
- The implement for paper : "A Novel Approach to Industrial Defect Generation through Blended Latent Diffusion Model with Online Adaptation…☆88Updated last year
- Unofficial individual re-implementation for "MemSeg: A semi-supervised method for image surface defect detection using differences and co…☆39Updated 3 years ago
- Official implementation of the paper "Diffusion-based Image Generation for In-distribution Data Augmentation in Surface Defect Detection"…☆26Updated 8 months ago
- This is the GC10-DET datasets of the upcoming paper " Deep Metallic Surface Defect Detection: the New Benchmark and Detection Network" Th…☆72Updated 3 years ago
- SSGD(ICASSP2023)☆52Updated last year
- This is a deep learning application project in the industrial field, intended to detect defects on the workpiece surface. The code is bas…☆86Updated 5 years ago
- Unofficial re-implementation of MemSeg for Anomaly Detection☆203Updated last year
- ☆18Updated 3 years ago
- CvPytorch is an open source COMPUTER VISION toolbox based on PyTorch.☆258Updated 2 months ago
- [CVPR 2025] official implementation of “Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection”☆240Updated 5 months ago
- [JMS 2025] A Comprehensive Survey for Real-World Industrial Surface Defect Detection: Challenges, Approaches, and Prospects (Journal of M…☆75Updated this week
- ☆27Updated 6 months ago
- Yarn-dyed Fabric Image Dataset Version1. From Zhang Hongwei, Artificial Intelligence Research Group, Xi 'an Polytechnic University.☆84Updated 2 years ago
- 鉴于该 填鸭式 方法对小目标的数据增强的详细的描述较少，故重新整理了代码，并添加了说明。按照md文件的说明，应该可以正常的运行☆46Updated 9 months ago
- ☆29Updated 4 years ago
- My solution to the Severstal: Steel Defect Detection on Kaggle, which got the 96th place. (Top4%)☆52Updated 2 years ago
- Defect Spectrum: A Granular Look of Large-Scale Defect Datasets with Rich Semantics (ECCV2024)☆134Updated last year
- Segmentation-Based Deep-Learning Approach for Surface-Defect Detection☆27Updated 5 years ago
- DualAnoDiff: Dual-Interrelated Diffusion Model for Few-Shot Anomaly Image Generation☆119Updated 6 months ago
- ☆48Updated 3 years ago
- a small tool for image augmentation, including mask files to json/xml files , image augmentation(flip,rotation,noise,...) and so on☆60Updated 2 years ago
- Industrial Defect Diffusion Model (NOT JUST INDUSTRIAL DEFECT~), support DDPM, DDIM and multi-GPU distributed training. 分布式训练，生成模型，扩散模型☆16Updated 2 years ago
- Frequency-aware Image Restoration for Industrial Visual anomaly detection☆42Updated 4 months ago
- ☆18Updated 3 years ago
- [ECCV2022 Oral] Registration based Few-Shot Anomaly Detection☆314Updated 3 years ago