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:
- dataset of the upcoming paper "Saliency of magnetic tile surface defects"☆201Updated 5 years ago
- Code and dataset of Triplet- Graph Reasoning Network for Few-shot Metal Generic Surface Defect Segmentation☆43Updated last month
- [AAAI 2023] Official implementation of "Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation".☆135Updated 9 months ago
- generate randomly defects on positive samples and restore them with GAN.☆40Updated 4 years ago
- demo project of <A Surface Defect Detection Method Based on Positive Samples>, deployed in pytorch☆42Updated 5 years ago
- Unofficial individual re-implementation for "MemSeg: A semi-supervised method for image surface defect detection using differences and co…☆38Updated 3 years ago
- SSGD(ICASSP2023)☆49Updated 9 months ago
- The implement for paper : "A Novel Approach to Industrial Defect Generation through Blended Latent Diffusion Model with Online Adaptation…☆82Updated last year
- Defect Spectrum: A Granular Look of Large-Scale Defect Datasets with Rich Semantics (ECCV2024)☆133Updated last year
- Official implementation of the paper "Diffusion-based Image Generation for In-distribution Data Augmentation in Surface Defect Detection"…☆22Updated 5 months ago
- [CVPR 2025] official implementation of “Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection”☆192Updated 2 months ago
- CvPytorch is an open source COMPUTER VISION toolbox based on PyTorch.☆258Updated last year
- ☆46Updated 3 years ago
- mobile phone screen surface defect segmentation (detection) dataset.☆59Updated 11 months 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☆15Updated last year
- This is the GC10-DET datasets of the upcoming paper " Deep Metallic Surface Defect Detection: the New Benchmark and Detection Network" Th…☆67Updated 3 years ago
- Unofficial re-implementation of MemSeg for Anomaly Detection☆199Updated last year
- ☆17Updated 2 years ago
- Yet another coco2voc.py, convert MSCOCO json to PASCAL VOC xml in Object Detection.☆25Updated 4 years ago
- Segmentation-Based Deep-Learning Approach for Surface-Defect Detection☆26Updated 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…☆85Updated 5 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 6 months ago
- unofficial version of EfficientAD☆147Updated 2 years ago
- ☆55Updated 4 years ago
- Frequency-aware Image Restoration for Industrial Visual anomaly detection☆38Updated last month
- [IMAVIS] Official implementation of "ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance Segmentation".☆97Updated last month
- Unofficial pytorch implementation of Student-Teacher Feature Pyramid Matching for Unsupervised Anomaly Detection☆82Updated 4 years ago
- ☆99Updated 8 months ago
- (ICCV 2025) DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup☆31Updated this week
- HiAD: A General Framework for High-Resolution Anomaly Detection（通用的高分辨率异常检测框架）☆56Updated last month