LT1st / awesome-surface-defect-datasetLinks
We offer a collection of many dataset regarding surface-defect. Up to 24 dataset is listed in this repo.
☆103Updated 8 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…☆78Updated 5 months ago
- mobile phone screen surface defect segmentation (detection) dataset.☆68Updated last year
- Offical implementation of "RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection (CVPR 2024)"☆410Updated 11 months ago
- [CVPR 2025] official implementation of “Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection”☆257Updated 6 months ago
- Official implementation of SuperSimpleNet [ICPR 2024, JIMS 2025]☆133Updated 3 months ago
- 异常/缺陷检测方向，谷歌学术和arxiv论文的相关更新☆43Updated last week
- 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☆99Updated last year
- Code of IEEE TIM Paper: ETDNet: Efficient Transformer-Based Detection Network for Surface Defect Detection☆26Updated 2 years ago
- [JMS 2026] A Comprehensive Survey for Real-World Industrial Surface Defect Detection: Challenges, Approaches, and Prospects (Journal of M…☆87Updated 2 weeks ago
- This project is about detecting defects on steel surface using Unet. The dataset used for this project is the NEU-DET database.☆127Updated 4 years ago
- [ICCV ADFM'25] ADer is an open source visual anomaly detection toolbox based on PyTorch, which supports multiple popular AD datasets and …☆324Updated 11 months ago
- ☆287Updated 2 months ago
- Deep Learning Based Steel Pipe Weld Defect Detection☆100Updated 4 years ago
- [CVPR 2025] The official implementation of “UniNet: A Contrastive Learning-guided Unified Framework with Feature Selection for Anomaly De…☆118Updated 5 months ago
- A deep learning code base, mainly for paper replication, in the areas of image recognition, object detection, image segmentation, self-su…☆352Updated 3 years ago
- [AAAI 2024] AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model☆295Updated last year
- [CVPR 2025] UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection☆174Updated 3 months ago
- ☆29Updated last year
- ☆25Updated 3 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…☆117Updated 2 years ago
- ☆574Updated last year
- Official implementation of DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection.☆205Updated last year
- [CVPR2025] AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios. Paper is available at https://arxiv.org/abs/2410.14…☆138Updated 4 months ago
- image classifier implement in pytoch.☆126Updated 2 years ago
- Photovoltaic cell defect detection☆125Updated 2 months ago
- [INFFUS 2025] A taxonomy of industrial anomaly detection methods and datasets (updating).☆118Updated 2 months ago
- SSGD(ICASSP2023)☆53Updated last year
- 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
- Image anomaly detection benchmark in industrial manufacturing☆160Updated 11 months ago
- (ICCV 2025) DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup☆53Updated last month