We offer a collection of many dataset regarding surface-defect. Up to 24 dataset is listed in this repo.
☆126Apr 28, 2025Updated last year
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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- NEU Surface defect classification with ResNet.☆16Jul 4, 2023Updated 3 years ago
- 无监督正样本训练 检测缺陷并分割图像☆27Nov 1, 2021Updated 4 years ago
- The core code of AGCA: An Adaptive Graph Channel Attention Module for Steel Surface Defect Detection☆33Jul 12, 2023Updated 3 years ago
- 📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of…☆4,121May 27, 2024Updated 2 years ago
- 基于卷积自编码器和图像金字塔的布料缺陷无监督学习与检测方法☆12Jun 28, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- AAAI-2025: The largest and first anomaly detection dataset dedicated to 3C product quality control☆66Apr 22, 2025Updated last year
- [JMS 2026] A Comprehensive Survey for Real-World Industrial Surface Defect Detection: Challenges, Approaches, and Prospects (Journal of M…☆132Aug 29, 2026Updated 3 weeks ago
- Official PyTorch implementation for paper: "Is Training Necessary for Anomaly Detection?"☆89Jun 11, 2026Updated 3 months ago
- mobile phone screen surface defect segmentation (detection) dataset.☆78Oct 17, 2024Updated last year
- ☆11Apr 28, 2026Updated 4 months ago
- 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…☆90Aug 11, 2025Updated last year
- ☆18Nov 25, 2025Updated 9 months ago
- Code for the paper: "Automated Neural Architecture Design for Industrial Defect Detection"☆19Aug 23, 2026Updated last month
- [IEEE TII 2025] Official Implementation for "VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual Autoregressive Modelin…☆30Apr 14, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- PCB Defect Detection☆20Nov 4, 2024Updated last year
- 基于InternLm chat 7B大模型基座,构建一个Agent ,可以调用 MMYOLO 工具来完成图像内视觉任务☆11Oct 30, 2024Updated last year
- CLIP-AD is an upgraded version of the zero-shot anomaly detection method we proposed for the VAND challenge.☆45Mar 5, 2024Updated 2 years ago
- Official code for the paper "FADE: Few-shot/zero-shot Anomaly Detection Engine using Large Vision-Language Model".☆35Nov 22, 2024Updated last year
- [ICASSP 2022] FDSNet: An Accurate Real-Time Surface Defect Segmentation Network☆42Oct 17, 2024Updated last year
- 机器学习项目,python实现的假新闻检测☆16Mar 15, 2023Updated 3 years ago
- 复现GPT4O的实时视频和音频理解☆14Jun 5, 2024Updated 2 years ago
- 基于PaddlePaddle框架的异常检测算法复现☆28May 5, 2022Updated 4 years ago
- A federated image segmentation method based on style transfer☆16Sep 28, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆21Updated this week
- Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。☆3,793Updated this week
- Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detection (BMVC 2026)☆35Sep 14, 2026Updated last week
- The PyTorch implementation of the skea-topo aware loss proposed in paper: Enhancing Boundary Segmentation for Topological Accuracy with S…☆19Sep 7, 2025Updated last year
- 异常/缺陷检测方向,谷歌学术和arxiv论文的相关更新☆51Updated this week
- 东南大学杨冠羽教授的缺陷布料检测项目☆12Apr 9, 2019Updated 7 years 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☆110Sep 21, 2024Updated 2 years ago
- 天池创新大赛:热身赛 布匹缺陷检测,内容:根据给出的布匹图片标注出其中的缺陷☆16Nov 30, 2021Updated 4 years ago
- PatchCore method for Industrial Anomaly Detection + CLIP☆46Aug 28, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code for AAAI2024 paper: Towards Evidential and Class Separable Open Set Object Detection☆12Dec 23, 2023Updated 2 years ago
- We use MixedWM38, the mixed-type wafer defect pattern dataset for wafer defect pattern regcognition with visual transformers.☆54Oct 1, 2023Updated 2 years ago
- ☆256Aug 17, 2026Updated last month
- ☆15Jun 19, 2024Updated 2 years ago
- ☆18Jun 7, 2024Updated 2 years ago
- Official source code for MVREC: A General Few-shot Defect Classification Model Using Multi-View Region-Context.(AAAI 2025)☆42Aug 21, 2025Updated last year
- Code of BSDM: Background Suppression Diffusion Model for Hyperspectral Anomaly Detection☆23Aug 7, 2025Updated last year