LT1st / awesome-surface-defect-datasetLinks
We offer a collection of many dataset regarding surface-defect. Up to 24 dataset is listed in this repo.
☆82Updated 5 months ago
Alternatives and similar repositories for awesome-surface-defect-dataset
Users that are interested in awesome-surface-defect-dataset are comparing it to the libraries listed below
Sorting:
- 本项目实现了一种基于 VAE-CycleGAN 的图像重建无监督缺陷检测算法。该算法结合了变分自编码器 (VAE) 和 CycleGAN 的优势，无需标注数据即可检测图像中的缺陷/异常。This project implements an unsupervised defe…☆68Updated last month
- mobile phone screen surface defect segmentation (detection) dataset.☆59Updated 11 months ago
- Offical implementation of "RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection (CVPR 2024)"☆378Updated 7 months ago
- [ICCV ADFM'25] ADer is an open source visual anomaly detection toolbox based on PyTorch, which supports multiple popular AD datasets and …☆294Updated 8 months ago
- [CVPR 2025] official implementation of “Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection”☆197Updated 3 months ago
- Code of IEEE TIM Paper: ETDNet: Efficient Transformer-Based Detection Network for Surface Defect Detection☆24Updated last year
- Defect-GLM：A Large Visual-Language Model for Industrial Defect Monitoring|首个用于工业缺陷监测的开源大规模视觉语言模型☆87Updated last year
- Official implementation of SuperSimpleNet☆103Updated 2 weeks ago
- This is an official implementation of the paper : "Target before Shooting: Accurate Anomaly Detection and Localization under One Millisec…☆110Updated 11 months ago
- image classifier implement in pytoch.☆121Updated 2 years ago
- A taxonomy of industrial anomaly detection methods and datasets (updating).☆107Updated 4 months ago
- 异常/缺陷检测方向，谷歌学术和arxiv论文的相关更新☆38Updated this week
- [CVPR 2025] The official implementation of “UniNet: A Contrastive Learning-guided Unified Framework with Feature Selection for Anomaly De…☆102Updated last month
- ☆541Updated last year
- ☆251Updated 3 months ago
- Official implementation of DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection.☆192Updated 10 months ago
- (CVPR 2023) Revisiting Reverse Distillation for Anomaly Detection☆147Updated last year
- [CVPR 2025] UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection☆144Updated 6 months ago
- ☆26Updated last year
- [AAAI 2024] AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model☆266Updated last year
- The dataset I am using is NEU-DET, which uses yolov8 and its improved models (including Coordinate Attention and Swin Transformer) for de…☆95Updated last year
- unofficial version of EfficientAD☆148Updated 2 years ago
- Official implementation of CVPR 2024 PromptAD: Learning Prompts with Only Normal Samples for Few-Shot Anomaly Detection☆173Updated last year
- Open-sourced codes, IAD vision-language datasets and pre-trained checkpoints for Myriad.☆91Updated 3 months ago
- ☆88Updated last year
- Deep Learning Based Steel Pipe Weld Defect Detection☆93Updated 3 years ago
- ☆103Updated 2 months ago
- Foggy Insulator Network, Dataset and Code. Improved object detection network, synthetic fog, data augmentation, channel attention mechani…☆111Updated last year
- Photovoltaic cell defect detection☆111Updated 6 months ago
- [ECCV2022 Oral] Registration based Few-Shot Anomaly Detection☆312Updated 3 years ago