xaviergoby/Deep-Learning-and-Computer-Vision-for-Structural-Crack-Detection-And-Classification

Incorporating Inductive Bias into Deep Learning: A Perspective from Automated Visual Inspection in Aircraft Maintenance

Language: Python - Size: 474 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 40 - Forks: 14

beric7/structural_inspection_main

Collection of works in my PhD at Virginia Tech, mostly focused on computer vision and machine learning applications in structural inspection and structural health monitoring.

Size: 31.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 36 - Forks: 10

xaviergoby/ConvLSTM-Computer-Vision-for-Structural-Health-Monitoring-SHM-and-NonDestructive-Testing-NDT

Application of LSTM network for Structural Health Monitoring & Non-Destructive Testing

Language: Python - Size: 437 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 27 - Forks: 8

shm-unesp/DATASET_PLATEUN01

CONCEPT is a dataset of lamb-wave measured in composite structures in healthy and damaged states. This experiment was conducted at the SHM Lab from UNESP Ilha Solteira.

Language: Jupyter Notebook - Size: 15.6 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 25 - Forks: 5

IoannisDadiotis/statistical_shm

Project for dynamic identification and structural health monitoring of real structures using data-based statistical time series analysis

Language: MATLAB - Size: 90.9 MB - Last synced at: 14 days ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 4

Smart-Objects/Impact-Events-Dataset

This repository contains a novel time-series dataset for impact detection and localization on a plastic thin-plate, towards Structural Health Monitoring applications, using ceramic piezoelectric transducers (PZTs) connected to an Internet of Things (IoT) device.

Size: 105 KB - Last synced at: 8 days ago - Pushed at: about 2 years ago - Stars: 15 - Forks: 1

RLado/ViMag

ViMag: A Visual Vibration Toolbox

Language: JavaScript - Size: 10.3 MB - Last synced at: 7 days ago - Pushed at: 3 months ago - Stars: 13 - Forks: 1

Adolphus8/Transitional_Ensemble_MCMC

Repository to tutorials on the implementation of the Transitional Ensemble Markov Chain Monte Carlo (TEMCMC) sampler for Bayesian Model Updating.

Language: MATLAB - Size: 109 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 4

shm-unesp/DATASET_BOLTEDBEAM

BERT is a dataset that presents vibration tests performed on an aluminum beam with a bolted joint with various tightening torques and hysteresis effects. This experiment was conducted at the SHM Lab from UNESP Ilha Solteira.

Size: 635 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 10 - Forks: 2

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

jesperiksson/struc-mon

Toolbox for analyzing bridges using ANN and other methods

Language: Jupyter Notebook - Size: 8.04 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 1

earthinversion/earthinversion

Size: 33.2 KB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 4 - Forks: 0

ertis-research/shm-wind-turbines

Structural Health Monitoring of Wind Turbines

Language: Java - Size: 314 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0

Nandarhline/BayesianNN

BayesianNN: Implementation of BNNs for virtual monitoring (offshore wind farms) and uncertainty quantification

Language: Jupyter Notebook - Size: 2.69 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 3 - Forks: 1

cviss-lab/LISE

Learning based Image Scale Estimation (LISE) for Quantitative Visual Inspection

Language: Python - Size: 218 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 1

cviss-lab/XRIV

Interactive Defect Quantification through Extended Reality

Language: ShaderLab - Size: 173 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 2

ElsevierSoftwareX/SOFTX-D-21-00162 Fork of MatZar01/KrakN

Open-source framework for infrastructure defect detection with transfer learning. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S2352711021001503

Size: 57 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

Spandyie/Deep-SHM

Structural Health Monitoring is one of the recent area which has not seen significant application of deep-neural network. The major limitation is due to unavailability of huge number of labeled data set.

Language: Python - Size: 3.91 KB - Last synced at: 10 months ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 0

josepfontm/EOVmitigation

Repository containing multiple EOV Mitigation Procedures for Structural Health Monitoring.

Language: Python - Size: 35.7 MB - Last synced at: 9 days ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

akaanzo/shm_system_analysis

Structural Health Monitoring System data analysis

Language: MATLAB - Size: 15.5 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

WDpad753/UBC-2002-BENCHMARK-SHM-Hammer-files

This repository is about reading and examining the hammer test data

Language: MATLAB - Size: 4.88 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

mahindrautela/PKaML-SHM

This code is a part of the paper "Combined two-level damage identification strategy using ultrasonic guided waves and physical knowledge assisted machine learning"

Language: Jupyter Notebook - Size: 574 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0

shm-unesp/UNESP-MAGNOLIA

MAGNOLIA is a data set of a magneto-elastic system composed of a clamped beam interacting with a permanent magnet in a mono-stable configuration with hardening behavior in healthy and damaged states. This experiment was conducted at the SHM Lab from UNESP Ilha Solteira.

Size: 1.69 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 2

josepfontm/latent_factors

Code to reproduce paper results (or as close as possible, depending on data-availability). Jupyter notebooks are provided to showcase the proposed method in different case studies (numerical and experimental) and compare its performance with other existing EOV mitigation procedures.

Language: Jupyter Notebook - Size: 42 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

yu-xw/FVRMD-based-DMPI

A method for distributed modal parameters identifiction: distributed single-channel based parameters estimation at edge; multi-channel modal parameters integration at remote.

Language: Jupyter Notebook - Size: 680 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

estevaofuzaro98/introduction-SHM

Homeworks done for SHM Course on PPGEM (FEIS/UNESP).

Language: MATLAB - Size: 47.9 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

Lorena591/EMI-Experimental-Beam-Temperature-Variations

Este benchmark ontains a set of data and information relating to researches involving Structural Integrity Monitoring (SHM) via Electromechanical Impedance (EMI) and Guided Waves (GW)

Size: 85.9 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

josepfontm/SHM-EOVLatentVariables

This repository contains Python scripts used to obtain results from the paper "A Latent Variable Approach for Mitigation of Environmental and Operational Variability in Vibration-Based SHM – A Linear Approach," presented at the EWSHM2024.

Language: Python - Size: 14.6 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

TheCodingBadger/HeroysundBridge-ML

Master's Thesis project on using machine learning as a part of a SHM assesment on a damaged, post-tensioned bridge.

Language: Jupyter Notebook - Size: 36.8 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

STAIRlab/LBGAN Fork of Yuqing27/LBGAN

Results for Synthetic Data Augmentation: Deep Leaf-Bootstrapping GAN for Image-based Structural Scene and Damage Identification

Size: 37.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

WDpad753/Wooden-bridge-Benchmark-Data-for-SHM

This repository is about reading and examining the shaker test data

Language: MATLAB - Size: 7.81 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

arunmano121/DDQT

Defect Detection and Quantification Toolbox

Language: Python - Size: 260 KB - Last synced at: 7 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0