📈 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 great importance.
☆4,047May 27, 2024Updated 2 years ago
Alternatives and similar repositories for Surface-Defect-Detection
Users that are interested in Surface-Defect-Detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 缺陷检测文献记录☆787Sep 14, 2021Updated 4 years ago
- 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)。☆3,586Jun 4, 2026Updated last week
- A Tensorflow implementation of "Segmentation-Based Deep-Learning Approach for Surface-Defect Detection"☆753May 14, 2020Updated 6 years ago
- Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"☆320Mar 17, 2022Updated 4 years ago
- defect detection algorithm☆146May 30, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimizat…☆5,812Jun 5, 2026Updated last week
- ☆1,298Jul 10, 2024Updated last year
- Keep an Eye on Defects Inspection.☆888Mar 14, 2023Updated 3 years ago
- Surface Defect Detection with Segmentation-Decision Network on KolektorSDD☆143Apr 20, 2026Updated last month
- A dataset of functional and defective solar cells extracted from EL images of solar modules☆302Dec 20, 2025Updated 5 months ago
- 本项目用深度学习的方法进行工业产品缺陷检测，替代原本人眼的产品质检。从而大幅提升工业产品合格率和降低人力成本。☆167Jun 15, 2020Updated 5 years ago
- This is a repository about PCB defect detection.☆510Mar 24, 2026Updated 2 months ago
- This project is about detecting defects on steel surface using Unet. The dataset used for this project is the NEU-DET database.☆138May 22, 2021Updated 5 years ago
- A PCB defect dataset.☆505Dec 19, 2018Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICCV ADFM'25] ADer is an open source visual anomaly detection toolbox based on PyTorch, which supports multiple popular AD datasets and …☆343Jan 29, 2025Updated last year
- This project include several different surfaces, each surface contains one or several defects. For segmentation,object detection, salienc…☆400May 26, 2021Updated 5 years ago
- This is a Saliency detection toolbox Specially designed for surface defect detection.☆185Sep 23, 2022Updated 3 years ago
- [AAAI 2024 Oral] AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models☆1,114Dec 20, 2023Updated 2 years ago
- Offical implementation of "RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection (CVPR 2024)"☆422Feb 12, 2025Updated last year
- Pytorch Implement of the paper "Segmentation-Based Deep-Learning Approach for Surface Defect Detection"☆199Aug 29, 2019Updated 6 years ago
- My code for Tianchi competition-Aluminum surface defect detection(held by Alibaba Cloud). My final rank is 10/2972(top 0.3%).☆251Dec 29, 2020Updated 5 years ago
- Official implementation of "Segment Any Anomaly without Training via Hybrid Prompt Regularization (SAA+)".☆842Feb 22, 2025Updated last year
- OpenMMLab Detection Toolbox and Benchmark☆32,733Aug 21, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite☆57,495Jun 1, 2026Updated last week
- This is a deep learning application project in the industrial field, intended to detect defects on the workpiece surface. The code is bas…☆89Feb 5, 2020Updated 6 years ago
- dataset of the upcoming paper "Saliency of magnetic tile surface defects"☆218May 9, 2020Updated 6 years ago
- unoffical and work in progress PyTorch implementation of CutPaste☆262May 7, 2024Updated 2 years ago
- ☆595Aug 12, 2024Updated last year
- Unofficial re-implementation of MemSeg for Anomaly Detection☆206Jun 24, 2024Updated last year
- 天池2019广东工业智造创新大赛 布匹疵点检测 天池水也太深了 季军解决方案☆417May 3, 2024Updated 2 years ago
- ☆163Feb 2, 2022Updated 4 years ago
- deep learning for image processing including classification and object-detection etc.☆26,259Jan 1, 2026Updated 5 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Dataset for classification, detection and prognostics of surface defects on ball screw drives☆78Aug 29, 2025Updated 9 months ago
- 一些关于目标检测的脚本和改进思路代码，详细请看readme.md☆7,237Jun 2, 2026Updated last week
- Unofficial implementation of PatchCore anomaly detection☆348Sep 28, 2022Updated 3 years ago
- 🔥🔥🔥 专注于YOLO11，YOLOv8、TYOLOv12、YOLOv10、RT-DETR、YOLOv7、YOLOv5改进模型，Support to improve backbone, neck, head, loss, IoU, NMS and other modu…☆2,945Dec 15, 2025Updated 5 months ago
- [ECCV2022 Oral] Registration based Few-Shot Anomaly Detection☆320Sep 7, 2022Updated 3 years ago
- CVPR 2026 论文和开源项目合集☆22,677Mar 8, 2026Updated 3 months ago
- This is an unofficial implementation of the paper “PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization”…☆481Nov 29, 2023Updated 2 years ago