We offer a collection of many dataset regarding surface-defect. Up to 24 dataset is listed in this repo.
☆127Apr 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:
- 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
- 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 5 years ago
- [JMS 2026] A Comprehensive Survey for Real-World Industrial Surface Defect Detection: Challenges, Approaches, and Prospects (Journal of M…☆136Aug 29, 2026Updated 2 months 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…☆4,149May 27, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- mobile phone screen surface defect segmentation (detection) dataset.☆78Oct 17, 2024Updated 2 years ago
- Official PyTorch Implementation of Advancing Metallic Surface Defect Detection via Anomaly-Guided Pretraining on a Large Industrial Datas…☆14Jun 4, 2026Updated 4 months ago
- The core code of AGCA: An Adaptive Graph Channel Attention Module for Steel Surface Defect Detection☆33Jul 12, 2023Updated 3 years ago
- ☆13Nov 7, 2024Updated last year
- PatchCore method for Industrial Anomaly Detection + CLIP☆46Aug 28, 2024Updated 2 years ago
- This is the official repository for our recent paper "SAGE: A Visual Language Model for Anomaly Detection via Fact Enhancement and Entrop…☆12Jan 20, 2026Updated 9 months ago
- Official PyTorch implementation for paper: "Is Training Necessary for Anomaly Detection?"☆92Oct 19, 2026Updated 2 weeks ago
- ☆11Apr 28, 2026Updated 6 months ago
- [CVPR 2026] Official repository for the paper "Diagnose, Correct, and Learn from Manipulation Failures via Visual Symbols".☆23Aug 28, 2026Updated 2 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 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…☆90Oct 26, 2026Updated last week
- 异常/缺陷检测方向,谷歌学术和arxiv论文的相关更新☆53Updated this week
- ☆14Feb 10, 2026Updated 8 months ago
- Defect Spectrum: A Granular Look of Large-Scale Defect Datasets with Rich Semantics (ECCV2024)☆139Aug 26, 2024Updated 2 years ago
- [IEEE TII 2025] Official Implementation for "VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual Autoregressive Modelin…☆30Apr 14, 2025Updated last year
- Code for the paper: "Automated Neural Architecture Design for Industrial Defect Detection"☆20Aug 23, 2026Updated 2 months ago
- [IEEE TGRS 2026] Reference and Attention Guided Few-Shot Adaptation of Segment Anything Model for Remote Sensing Images☆12Apr 23, 2026Updated 6 months ago
- ☆281Aug 17, 2026Updated 2 months ago
- PCB Defect Detection☆21Nov 4, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 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 2 years ago
- 这个代码是phase by transform的python实现, notebook可以直接下到本地运行,进行缺陷检测。 由于缺陷检测使用深度学习基本上只要收集足够的数据就可以通过构建模型,来获得不错的效果,这里着重介绍一种无监督的方法来实现缺陷检测,从而避免深度学习模型的…☆11Jan 6, 2025Updated last year
- [WACV2025] AnomalyDINO: Boosting Patch-based Few-shot Anomaly Detection with DINOv2☆271Dec 17, 2025Updated 10 months ago
- CLIP-AD is an upgraded version of the zero-shot anomaly detection method we proposed for the VAND challenge.☆46Mar 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
- 晶圆缺陷分割系统源码&数据集分享 [yolov8-seg-repvit等50+全套改进创新点发刊_一键训练教程_Web前端展示]☆24Oct 15, 2024Updated 2 years ago
- [ICASSP 2022] FDSNet: An Accurate Real-Time Surface Defect Segmentation Network☆43Oct 17, 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
- 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)。☆3,850Oct 23, 2026Updated last week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official implementation of CVPR 2024 PromptAD: Learning Prompts with Only Normal Samples for Few-Shot Anomaly Detection☆214Sep 1, 2024Updated 2 years ago
- 东南大学杨冠羽教授的缺陷布料检测项目☆12Apr 9, 2019Updated 7 years ago
- ☆21Sep 16, 2026Updated last month
- Official implementation for “Towards Single-Source Domain Generalized Object Detection via Causal Visual Prompts” (NeurIPS 2025)☆16Oct 22, 2025Updated last year
- [BMVC 2026] Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detection☆36Updated this week
- 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
- ☆15Jun 19, 2024Updated 2 years ago