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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)。
Created
2022-12-02
473 commits to main branch, last one 3 days ago
Camouflaged Object Detection, CVPR 2020 (Oral)
Created
2020-03-26
278 commits to master branch, last one 8 months ago
Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"
Created
2021-03-30
26 commits to master branch, last one 2 years ago
Concealed Object Detection (SINet-V2, IEEE TPAMI 2022). Code is implemented by PyTorch/Jittor frameworks.
Created
2021-02-20
143 commits to main branch, last one 6 months ago
Visual Defect Detection on Boiler Water Wall Tube Using Small Dataset
Created
2018-06-09
91 commits to master branch, last one 5 years ago
This project is about detecting defects on steel surface using Unet. The dataset used for this project is the NEU-DET database.
Created
2021-04-24
44 commits to master branch, last one 3 years ago
Crack Segmentation for Low-Resolution Images using Joint Learning with Super-Resolution (CSSR) was accepted to international conference on MVA2021 (oral), and selected for the Best Practical Paper Awa...
Created
2021-06-11
75 commits to main branch, last one 6 months ago
Inspection of Power Line Assets Dataset (InsPLAD)
Created
2023-02-25
73 commits to main branch, last one about a year ago
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Official pytorch implementation of the paper: "A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection"
Created
2021-04-20
76 commits to master branch, last one 3 years ago
Detect Defects in Products from their Images using Amazon SageMaker
Created
2020-08-18
59 commits to mainline branch, last one 2 years ago
This project aims to automatically detect surface defects in Hot-Rolled Steel Strips such as rolled-in scale, patches, crazing, pitted surface, inclusion and scratches. A CNN is trained on the NEU Met...
Created
2020-09-06
14 commits to master branch, last one 3 years ago
[ICSE 2024 Industry Challenge Track] Official implementation of "ReposVul: A Repository-Level High-Quality Vulnerability Dataset".
Created
2023-12-17
41 commits to main branch, last one about a month ago
This github repository contains the sample code and exercises of btp-ai-sustainability-bootcamp, which showcases how to build Intelligence and Sustainability into Your Solutions on SAP Business Techno...
Created
2022-02-14
948 commits to opensap-freetier branch, last one 3 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 defect detection algorithm for image reconstruction based on VAE-Cy...
Created
2024-04-10
25 commits to master branch, last one 14 days ago
[ICPR 2024] Official implementation of SuperSimpleNet: Unifying Unsupervised and Supervised Learning for Fast and Reliable Surface Defect Detection
Created
2024-03-19
5 commits to main branch, last one 3 months ago
Official PyTorch implementation of the paper "Joint Learning of Blind Super-Resolution and Crack Segmentation for Realistic Degraded Images", IEEE Transactions on Instrumentation and Measurement (TIM)...
Created
2023-01-30
40 commits to main branch, last one 7 months ago
[ECCV 2024] Official Implementation of An Incremental Unified Framework for Small Defect Inspection
Created
2023-12-13
5 commits to master branch, last one about a month ago
We use MixedWM38, the mixed-type wafer defect pattern dataset for wafer defect pattern regcognition with visual transformers.
Created
2023-09-28
61 commits to main branch, last one about a year ago