defect-detection | Topic | Ecosyste.ms: Repos

M-3LAB/awesome-industrial-anomaly-detection

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)。

Size: 6.23 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 2,053 - Forks: 184

DengPingFan/SINet

Camouflaged Object Detection, CVPR 2020 (Oral)

Language: Python - Size: 14.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 549 - Forks: 95

vicoslab/mixed-segdec-net-comind2021

Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"

Language: Python - Size: 436 KB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 265 - Forks: 87

GewelsJI/SINet-V2

Concealed Object Detection (SINet-V2, IEEE TPAMI 2022). Code is implemented by PyTorch/Jittor frameworks.

Language: Python - Size: 1.78 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 221 - Forks: 54

TSjianjiao/Defect-Detection-with-tensorflow

👷胶囊表面缺陷检测withTensorflow，主要检测了凹陷和缺失部分，涉及到GPU加速

Language: Python - Size: 13.9 MB - Last synced at: 8 months ago - Pushed at: over 4 years ago - Stars: 113 - Forks: 41

marooncn/Defect-Detection-Classifier

Visual Defect Detection on Boiler Water Wall Tube Using Small Dataset

Language: Python - Size: 21.7 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 112 - Forks: 46

bleakie/RetinaDetector

基于RetinaFace的目标检测方法，适用于人脸、缺陷、小目标、行人等

Language: Python - Size: 2.83 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 90 - Forks: 37

andreluizbvs/InsPLAD

Inspection of Power Line Assets Dataset (InsPLAD)

Size: 6.68 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 77 - Forks: 4

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 Award.

Language: Python - Size: 256 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 73 - Forks: 7

tayebiarasteh/PV_defect_detection

Multi-label defect detection for Solar Cells from Electroluminescence images of the modules, using Deep Learning

Language: Python - Size: 64.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 55 - Forks: 10

shellysheynin/A-Hierarchical-Transformation-Discriminating-Generative-Model-for-Few-Shot-Anomaly-Detection

Official pytorch implementation of the paper: "A Hierarchical Transformation-Discriminating Generative Model for Few Shot Anomaly Detection"

Language: Python - Size: 2.03 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 55 - Forks: 13

blaz-r/SuperSimpleNet

[ICPR 2024] Official implementation of SuperSimpleNet: Unifying Unsupervised and Supervised Learning for Fast and Reliable Surface Defect Detection

Language: Python - Size: 43.9 KB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 53 - Forks: 8

awslabs/sagemaker-defect-detection

Detect Defects in Products from their Images using Amazon SageMaker

Language: Python - Size: 6.07 MB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 51 - Forks: 26

SAP-samples/btp-ai-sustainability-bootcamp

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 Technology Platform with SAP AI Core and SAP Analytics Cloud for Planning.

Language: Jupyter Notebook - Size: 431 MB - Last synced at: 5 days ago - Pushed at: about 2 months ago - Stars: 48 - Forks: 27

Eshe0922/ReposVul

[ICSE 2024 Industry Challenge Track] Official implementation of "ReposVul: A Repository-Level High-Quality Vulnerability Dataset".

Language: Python - Size: 1.23 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 46 - Forks: 6

jqtangust/IUF

[ECCV 2024] Official Implementation of An Incremental Unified Framework for Small Defect Inspection

Language: Python - Size: 12.2 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 37 - Forks: 0

died/DefectDetectionDemo

Textile defect detection using OpenCVSharp

Language: C# - Size: 93.4 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 36 - Forks: 24

DEVILENMO/Unsupervised-Defect-Detection-Project-Based-on-VAE-GAN-Architecture

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-CycleGAN. This algorithm combines the advantages of variational autoencoders (VAE) and CycleGAN to detect defects in images without any supervision.

Language: Python - Size: 447 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 34 - Forks: 7

aviralchharia/Surface-Defect-Detection-in-Hot-Rolled-Steel-Strips

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 Metal Surface Defects Database which contains 1800 grayscale images with 300 samples of each of the six different kinds of surface defects.

Language: Jupyter Notebook - Size: 54 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 29 - Forks: 11

WangHongshuo/TFT-LCD_defects_detecter-Qt-opencv

TFT-LCD defects detecter based on the improved saliency model

Language: C++ - Size: 5.82 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 28 - Forks: 14

mtntruong/entropy-otsu

MATLAB code and data for "Automatic image thresholding using Otsu’s method and entropy weighting scheme for surface defect detection"

Language: MATLAB - Size: 22 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 21 - Forks: 10

chairc/AMFF-YOLOX

The re-labeled NRSD-MN dataset, AMFF-YOLOX source code and paper "AMFF-YOLOX: Towards an Attention Mechanism and Multiple Feature Fusion Based on YOLOX for Industrial Defect Detection".

Language: Python - Size: 48.5 MB - Last synced at: 8 days ago - Pushed at: 2 months ago - Stars: 20 - Forks: 1

Yuki-11/CSBSR

Official PyTorch implementation of the paper "Joint Learning of Blind Super-Resolution and Crack Segmentation for Realistic Degraded Images", IEEE TIM2024. CSBSR is an advanced version of our previous work CSSR [MVA'21].

Language: Python - Size: 3.08 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 20 - Forks: 0

Shaggyshak/CS543_project_Image-based-Localization-of-Bridge-Defects-with-AR-Visualization

Visual inspection of bridges is customarily used to identify and evaluate faults. However, current procedures followed by human inspectors demand long inspection times to examine large and difficult to access bridges. To address these limitations, we investigate a computer vision‐based approach that employs SIFT keypoint matching on collected images of defects against a pre-existing reconstructed 3D point cloud of the bridge. We also investigate methods of reducing computation time with ML-based and conventional CV methods of segmentation to eliminate redundant keypoints. Our project successfully localizes the defect images and achieves a savings in runtime from filtering keypoints.

Language: Jupyter Notebook - Size: 56.8 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 20 - Forks: 11

nandan7198/Fabric-Stain-Detection

Fabric Stain Detection System based on YOLO algorithm

Language: Python - Size: 6.5 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 17 - Forks: 1

kapil-verma/Machine_part_defect-detection

Classification of automotive parts as defective and non-defective with transfer learning.

Language: Jupyter Notebook - Size: 14.3 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 13 - Forks: 11

ma0ho/pvinspect

Collection of methods for the analysis of solar modules

Language: Python - Size: 117 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 1

fangvv/RTFD-Dataset

Images to Classify Defective and Non-Defective Railway Track

Language: Python - Size: 21.9 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 0

LaurentVeyssier/Detect-and-localize-manufacturing-defects-from-images

Use ResNet50 deep learning model to predict defects in steel and visually localize the defect using Res-UNET model class

Language: Jupyter Notebook - Size: 19.9 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 10 - Forks: 4

vicoslab/segdec-net-plusplus-conbuildmat2023

SegDecNet++: an official PyTorch implementation for "Automated detection and segmentation of cracks in concrete surfaces using joined segmentation and classification deep neural network" paper

Language: Python - Size: 695 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 1

NeroHin/defect-detection-and-segment-deep-learning

Detection and Segmentation in Powder Spreading Process of Magnetic Material Additive Manufacturing

Language: Jupyter Notebook - Size: 63.1 MB - Last synced at: 10 days ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 1

wisteken/dagm2007

Language: Jupyter Notebook - Size: 68.7 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 1

djene-mengistu/UAPS

This repo contains implementation of uncertainty estimation, rectification, and minimization for guiding the pseudo-label learning in semi-supervised defect segmentation setting.

Language: Python - Size: 4.78 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 8 - Forks: 1

DRTorresRuiz/ConcreteDamageDetection 📦

Reinforced Concrete Bridge Defect Detection with Convolutional Neural Networks

Language: Python - Size: 57.6 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 4

caixiongjiang/FastSegFormer

[Computers and Electronics in Agriculture 2024] FastSegFormer: A knowledge distillation-based method for real-time semantic segmentation of surface defects in navel oranges.

Language: Python - Size: 232 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 0

orc-tuni/dark-spot-mapper

Imaging system for analyzing defects of semiconductor wafers and chips

Language: Python - Size: 573 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 2

Howeng98/Anomaly_Inspection_Datasets

A references and discriptions for anomaly, inspection, defect detection datasets.

Size: 7.81 KB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 2

ieee820/DEye Fork of sundyCoder/DEye

Keep an Eye on Defects Inspection.

Language: C++ - Size: 98.7 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 4

albertchristianto/defect_detection

Magnetic tile surface defect detection, NHA12D road/pavement crack detection

Language: Python - Size: 177 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 4 - Forks: 0

NakulLimbani/Painted_Surface_Defect_Detection_App

A user-friendly web application for detecting defects on painted surfaces using live webcam input and image uploads.

Language: Python - Size: 2.76 MB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 4 - Forks: 1

djene-mengistu/simEps

This repo contains implementation of semi-supervised defect segmentation based on pairwise similarity map consistency and ensemble-based cross pseudo labels

Language: Python - Size: 158 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1

ruoningYu/Polarization-Defect-Detection

Defect detection by polarization

Language: Python - Size: 49 MB - Last synced at: 8 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 3

PasaOpasen/Search-for-defects-in-plates

Application for searching for defects in plates (Ellipse method and Time-reversal)

Language: C# - Size: 381 MB - Last synced at: 8 days ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 1

LeonJinC/defect_detect

A defect detect method based on Kalman filter

Language: C++ - Size: 47 MB - Last synced at: 10 months ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 4

Davidlequnchen/MultiSensorFusion-ROS-AM-Monitoring

ROS-based Multisensor Fusion Digital Twin (MFDT) platform for real-time monitoring and defect detection of Laser-Directed Energy Deposition (L-DED) Additive Manufacturing (AM) process.

Language: HTML - Size: 3.8 GB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 1

dsatyam09/WELDRIGHT_IIT-Bombay

Hackathon WELDRIGHT winning project at Indian Institute of Technology, Bombay

Language: Jupyter Notebook - Size: 33.7 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

jerrinbright/GCODE-POINT-CLOUD-EXTRACTOR

Extracting the G-code cloud points and saving them in CSV. Simultaneously background of the images are removed and compared with the G-code point clouds, thus detecting errors in the 3D printed component.

Language: Jupyter Notebook - Size: 4.25 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 1

omerferhatt/defect-detection

Defect Detection and Elliptical Object Localization with DenseNet-169 on subset of DAGM 2007 Defect Dataset

Language: Python - Size: 8.89 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

PanithanS/Defect-Prediction-in-Semiconductor-Lithography

Lithography defect prediction for microchip manufacturing optimization with machine learning model

Language: Jupyter Notebook - Size: 1.81 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

wyniemko/Automated-Maintenance-Inspection-for-Amazon-Conveyor-Belts

Automate the inspection of conveyor belts by detecting tracking variances and surface defects (tears and stains).

Language: Python - Size: 16.6 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

TheAyushB/Manufacturing-Defects

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 Metal Surface Defects Database which contains 1800 grayscale images with 300 samples of each of the six different kinds of surface defects.

Language: Jupyter Notebook - Size: 53.3 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 2

x-mint/see-me

Defect detection prototype and baseline for X4Vision

Language: Python - Size: 2.07 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

yudarw/Scracth-Detection-for-Automated-Optical-Inpection

An AOI system to detect the scratch defects on a metal object surfaces by using image processing technique.

Language: C# - Size: 17 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 1

MSaaad/FabricDefectDetection

Language: Jupyter Notebook - Size: 234 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

Davidlequnchen/MultiSensor-Monitoring-LW-DED

This repository contains code for thermal-acoustic monitoring of laser-wire DED process

Language: Jupyter Notebook - Size: 671 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 1

djene-mengistu/Defect_classification Fork of goytomdesta/Defect_classification

This repository contains implementation of ResNet for surface defect classification, with detailed analysis of results.

Language: Jupyter Notebook - Size: 1020 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

ruoheng-du/computer-vision-defect-detection

Computer Vision: Defect Detection | Summer 2022

Language: Python - Size: 473 MB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

JasonNiicholas/Defect-Classification-AOI-Aidea

Automated Optical Inspection (AOI) [1] is a high-speed and high-precision optical image inspection system that uses machine vision as the standard inspection technology to improve the shortcomings of traditional manual inspection using optical instruments.

Language: Jupyter Notebook - Size: 36.1 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

TheWangYang/TheWangYang.github.io

This is my own homepage, which is used to record the process of improving my personal ability, including my personal blog. Welcome to visit.

Size: 25.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

rahulthazhathepurakkal/Fabric-Defect-Detection-using-OpenCV-and-Streamlit

Language: Python - Size: 1.78 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

Harmonia0908/MyDefectDetection

Language: Jupyter Notebook - Size: 104 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

kntb0107/glove_defect_detector

OpenCV, AI and Python code displaying a working GUI where gloves are inspected and if there are any defects it would measure it.

Language: Jupyter Notebook - Size: 8.6 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1

Ashish-Abraham/Quality-Control-Hot-Rolled-Steel-Strips

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 Metal Surface Defects Database which contains 1800 grayscale images with 300 samples of each of the six different kinds of surface defects.

Language: Jupyter Notebook - Size: 35.1 MB - Last synced at: 11 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

Jesse-Redford/PolarPlots

Windows.exe and python scripts for surface characterization and defect detection using digital image processing

Language: Python - Size: 1.73 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

nboro/FindICI

FindICI: Using Machine Learning to Detect Linguistic Inconsistencies between Code and NaturalLanguage Descriptions in Infrastructure as Code

Language: Jupyter Notebook - Size: 372 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 3

r4tylmz/defective-apple-detection

Detecting defective apples

Language: Python - Size: 421 KB - Last synced at: 6 months ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

tentone/cork

Cork stopper quality analysis and comparison vision system using RGB shadow decomposition for industrial application.

Language: C++ - Size: 24 MB - Last synced at: 18 days ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

XiaoJiNu/Industrial-Defect-Inspection-segmentation Fork of Tony607/Industrial-Defect-Inspection-segmentation

Automatic Defect Inspection with End-to-End Deep Learning

Size: 4.56 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1

XiaoJiNu/Surface-Inspection-defect-detection-dataset Fork of abin24/Surface-Inspection-defect-detection-dataset

This project include several different surfaces, each surface contains one or several defects. For segmentation,object detection, saliency detection，etc

Size: 19.5 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 3

safamj07/InsightQC-AI-Driven-Quality-Control-Solution-for-Additive-Manufacturing

InsightQC is an innovative quality control solution designed for the additive manufacturing industry, focusing on defect detection and maintenance scheduling using machine learning and computer vision technologies. The platform helps detect surface defects, predict maintenance needs, and streamline the quality control process.

Language: Python - Size: 3.91 KB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0

mukul-mschauhan/Image-Defect-Detection

Detecting Defects in Construction Site Images

Language: Python - Size: 15.6 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 0 - Forks: 0

Davidlequnchen/LDED-multisensor-fusion

This repository provides original implementation for multisensor fusion-based digital twin modeling designed specifically for the Laser-Directed Energy Deposition (LDED) additive manufacturing (AM) process.

Language: HTML - Size: 992 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 1

Davidlequnchen/LDED-FusionNet

LDED-FusionNet: Machine Learning-Based Audio-Visual Defect Detection for LDED AM Process

Language: Jupyter Notebook - Size: 1.18 GB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 1

chirag-000/Automated-Visual-Defect-Detection-and-Removal-System-for-Tablets

This project is a prototype system that i have built which detects any visual defect in a tablet moving on the conveyor belt in Real-Time and removes only the defected ones.

Language: Jupyter Notebook - Size: 31 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

ayoubmesquiny/Enhancing-Quality-Inspection-in-Automotive-Manufacturing-through-Deep-Learning-and-Transfer-Learning

Language: Jupyter Notebook - Size: 36.8 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

LiuCong2017/AI-AVI

Automated Visual Inspection

Size: 0 Bytes - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

PrGermux/defect-finder

Defect Finder is an interactive Python-based GUI application for detecting and analyzing mechanical and non-mechanical defects in data. It provides defect visualization, periodicity analysis, and statistical insights, making it ideal for research and quality control workflows.

Language: Python - Size: 265 KB - Last synced at: 29 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0