LT1st / awesome-surface-defect-datasetLinks
We offer a collection of many dataset regarding surface-defect. Up to 24 dataset is listed in this repo.
☆98Updated 7 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…☆74Updated 4 months ago
- Offical implementation of "RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection (CVPR 2024)"☆401Updated 9 months ago
- mobile phone screen surface defect segmentation (detection) dataset.☆64Updated last year
- [ICCV ADFM'25] ADer is an open source visual anomaly detection toolbox based on PyTorch, which supports multiple popular AD datasets and …☆309Updated 10 months ago
- 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☆94Updated last year
- 异常/缺陷检测方向,谷歌学术和arxiv论文的相关更新☆43Updated this week
- [CVPR 2025] official implementation of “Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection”☆237Updated 5 months ago
- Official implementation of SuperSimpleNet [ICPR 2024, JIMS 2025]☆120Updated last month
- [AAAI 2024] AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model☆290Updated last year
- Code of IEEE TIM Paper: ETDNet: Efficient Transformer-Based Detection Network for Surface Defect Detection☆25Updated 2 years ago
- [INFFUS 2025] A taxonomy of industrial anomaly detection methods and datasets (updating).☆112Updated 3 weeks ago
- Official implementation of DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection.☆196Updated last year
- [CVPR 2025] The official implementation of “UniNet: A Contrastive Learning-guided Unified Framework with Feature Selection for Anomaly De…☆116Updated 3 months ago
- ☆566Updated last year
- This is an official implementation of the paper : "Target before Shooting: Accurate Anomaly Detection and Localization under One Millisec…☆111Updated last year
- Deep Learning Based Steel Pipe Weld Defect Detection☆100Updated 4 years ago
- The dataset I am using is NEU-DET, which uses yolov8 and its improved models (including Coordinate Attention and Swin Transformer) for de…☆103Updated 2 years ago
- ☆29Updated last year
- [CVPR 2025] UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection☆165Updated last month
- DualAnoDiff: Dual-Interrelated Diffusion Model for Few-Shot Anomaly Image Generation☆119Updated 6 months ago
- ☆25Updated 3 years ago
- unofficial version of EfficientAD☆150Updated 2 years ago
- [ECCV 2024] Official Implementation and Dataset Release for "A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial Ano…☆360Updated 4 months ago
- image classifier implement in pytoch.☆124Updated 2 years ago
- [CVPR2025] AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios. Paper is available at https://arxiv.org/abs/2410.14…☆125Updated 3 months ago
- Image anomaly detection benchmark in industrial manufacturing☆156Updated 9 months ago
- ☆111Updated 4 months ago
- ☆274Updated last month
- (ICCV 2025) DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup☆48Updated 2 months ago
- Official implementation of CVPR 2024 PromptAD: Learning Prompts with Only Normal Samples for Few-Shot Anomaly Detection☆191Updated last year