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GitHub topics: damage-detection

Kizzcss/Finite-Element-Model-Based-Neural-Twin-for-Structural-Dynamics-and-SHM

🧠 Integrate Finite Element simulations with Neural Twin models to enhance structural health monitoring through accurate dynamic behavior predictions.

Language: Python - Size: 18.5 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 1

monkvision/monkjs

React and React-Native SDK for integrating the Monk damage detection workflows into your apps.

Language: TypeScript - Size: 152 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 33 - Forks: 14

jonathanscholtes/azure-ai-damage-detection

Few-shot Azure AI Agent for Vehicle Damage Detection — using GPT-4o in Azure AI Foundry to identify visible damage and return structured JSON with bounding boxes and confidence scores.

Language: Jupyter Notebook - Size: 19.3 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 0 - Forks: 0

mlbkumar9/Project_19

A comprehensive deep learning solution for automated damage detection and segmentation in images using U-Net and U-Net++ with PyTorch and Keras

Language: Python - Size: 29.7 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

Aashritha-2005/Finite-Element-Model-Based-Neural-Twin-for-Structural-Dynamics-and-SHM

Structural Health Monitoring system that unifies deep learning and Finite Element modeling for real-time fault detection and dynamic response prediction in smart structures.

Language: Python - Size: 17.2 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

phiyodr/building-inspection-toolkit

Building Inspection Toolkit

Language: Jupyter Notebook - Size: 14 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 26 - Forks: 6

fbrandao2k/AI-ComputerVision

Machine Learning, Deep Learning, Computer Vision algorithms to segment/detect objects and damages to structures

Language: Jupyter Notebook - Size: 68.6 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

Aditya-Ranjan1234/Textile-Damage-Detection-App

A Streamlit-based web application for detecting damages and defects in textile materials using computer vision.

Language: Python - Size: 345 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

CAEAssistant-Group/Abaqus-Johnson-Cook-Sandwich-Panel-Impact-Under-TNT-Blast

In this project, a sandwich panel sample with a honeycomb structure under TNT blast load was analyzed. For this analysis, the Johnson-Cook elastoplastic model was applied, and the simulation was conducted under the load of a 1 kg TNT explosion.

Size: 1.59 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

CAEAssistant-Group/Abaqus-failure-analysis-of-fiber-metal-laminates-FMLs-with-blunt-notches

In this project, the Hashin damage model is implemented in Abaqus to conduct the failure analysis of fiber metal laminates (FMLs) containing a blunt notch.

Size: 10.5 MB - Last synced at: 7 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 1

shm-unesp/ADELE

ADELE is a dataset of vibration in a beam that exhibits nonlinear behavior even in the healthy condition, and it is exposed to a type of damage that causes the structure to display a nonlinear behavior with a different nature than the initial one. This experiment was conducted by the SHM lab at the University of California San Diego with collaboration at SHM Lab UNESP/Ilha Solteira.

Size: 1.65 MB - Last synced at: 6 months ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 2

jonathanscholtes/Faster-R-CNN-PyTorch-Damage-Detection

End-to-end solution for container and damage detection using Faster R-CNN | Leverages PyTorch with VGG16 and ResNet50 backbones to tackle container detection and damage assessment in shipping and logistics

Language: Python - Size: 45.7 MB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 2

jahongir7174/SimpleNet

SimpleNet: A Simple Network for Image Anomaly Detection and Localization

Language: Python - Size: 126 KB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 32 - Forks: 9

ShagunSharma98/Global-Structural-Earthquake-Damage-Prediction

Using deep learning techniques like 1D and 2D CNNs, LSTM to detect damage in a structure with hinges/joints after an earthquake.

Language: Jupyter Notebook - Size: 708 KB - Last synced at: 8 months ago - Pushed at: over 4 years ago - Stars: 15 - Forks: 2

ashnair1/xview2-toolkit

Toolkit for xView2 Challenge: Assessing Building Damage caused by Natural Disasters

Language: Jupyter Notebook - Size: 4.49 MB - Last synced at: 8 months ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 0

AravindXD/Cracks

A website that compares multiple deep learning models for crack segmentation in images. Features include result sorting, image carousels, and downloadable predictions.

Language: Python - Size: 3.19 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

AIT-Research-Group/FMA-SCNN

Non-parametric Vibration-based Structural Damage Detection for Coastal Structures: Multi-Dimension to Single Input Convolutional Neural Network Approach

Language: Jupyter Notebook - Size: 3.51 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - 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: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

pirazor/AI-Assisted-Inspection

AI Assisted Infrastructure Inspection using Mixed Reality

Language: C# - Size: 36.1 MB - Last synced at: 4 months ago - Pushed at: almost 6 years ago - Stars: 6 - Forks: 7

faridnec/damage-assesment

Post-Earthquake Damage Assessment

Language: Jupyter Notebook - Size: 34.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

DeniedAccessLife/CSGODamageInsider 📦

Program for transmitting information about damage given to enemy in the CS:GO game.

Language: C# - Size: 3 MB - Last synced at: 8 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Gatmatz/AirSim-DataCollection

Python scripts that flies a drone in AirSim environment and generates data.

Language: Python - Size: 31.8 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Emanem/linux-hunter

Prototype MH:W companion app for Linux, inspired by SmartHunter

Language: C++ - Size: 6.05 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 23 - Forks: 7

josepfontm/EOVmitigation

Repository containing multiple EOV Mitigation Procedures for Structural Health Monitoring.

Language: Python - Size: 35.7 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

mmuneeburahman/Natural-Disaster-Damage-Assessment-Deep-Learning

This repo contains datasets, papers and other information related to Destruction Detection in Satellite Imagery.

Size: 34.2 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

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: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

Niranjankumar-c/PredictBuildingDamage_MLChallenge

Determining the degree of damage that is done to buildings post an earthquake using Machine Learning.The damage to a building is categorized in five grades. Each grade depicts the extent of damage done to a building post an earthquake.

Language: Jupyter Notebook - Size: 31.1 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

Rkbro0/Car_damage_detection_web_App

Web application of car damage detector

Language: Jupyter Notebook - Size: 11.8 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

jingxiaoliu/HierMUD

HierMUD: a Hierarchical Multi-task Unsupervised Domain adaptation framework

Language: Jupyter Notebook - Size: 191 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 8 - Forks: 1

mshreeya/disaster-damage-control

🌐 Disaster Damage Control - Enabling rapid response to natural disasters in terms of physical and financial aid

Language: JavaScript - Size: 29.8 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

adions025/Damage_Detection_MaskRCNN

This repository focuses on the automation of blade inspection, using different Computer Vision (CV) approaches and methods to detect damage on the wind turbine blades.

Language: Python - Size: 84.1 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 23 - Forks: 5

mahindrautela/ModelAssistDeepSHMcodes

Model assisted deep learning technique for SHM

Language: Jupyter Notebook - Size: 1.86 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

xaviruvpadhiyar98/damage-car-detection

It will detect the damage done to the car and classify into MINOR, MODERATE and SEVERE

Language: HTML - Size: 75.6 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 4

nirbhayph/VAMRR-Vehicle-Detection

Deep learning based vehicle damage detection solution. This repository is linked to the web application which is integrated with the mentioned system.

Language: HTML - Size: 6.53 MB - Last synced at: almost 3 years ago - Pushed at: over 6 years ago - Stars: 10 - Forks: 2

DohaElHady/Car-Body-Damage-Detection

Language: Jupyter Notebook - Size: 5.96 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 1

cviss-lab/XRIV

Interactive Defect Quantification through Extended Reality

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

treaknite/AutoespialLite

An android application to detect car damage from images

Language: Java - Size: 1.81 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

TsaiTung-Chen/wtbd

Wind turbine blade diagnosis

Language: PureBasic - Size: 7.66 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

treaknite/Car-Damage-Detection

We're trying to make a full-featured automatic vehicle damage detection system.

Language: HTML - Size: 6.92 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 0

DhirenSc/VAMRR-Vehicle-Detection Fork of nirbhayph/VAMRR-Vehicle-Detection

Deep learning based vehicle damage detection solution. This repository is linked to the web application which is integrated with the mentioned system.

Language: HTML - Size: 6.53 MB - Last synced at: almost 3 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0

Related Keywords
deep-learning 11 python 9 computer-vision 8 structural-health-monitoring 6 pytorch 4 finite-element-analysis 3 shm 3 simulation 3 cnn 3 machine-learning 3 vibration-analysis 3 darknet 2 darknet-image-classification 2 door 2 fender 2 front 2 major-damage 2 minor-damage 2 reactjs 2 rear 2 vehicle 2 vehicle-damage-detection 2 vehicles-insurance 2 failure 2 cae 2 abaqus 2 tensorflow 2 inspection 2 environmental-and-operational-mitigation 2 zero-shot-learning 2 digital-twin 2 neural-network 2 structural-dynamics 2 damage 2 image-processing 2 convolutional-neural-networks 2 car 2 darkflow 2 flask-application 1 structure-health 1 siamese-neural-network 1 fast-marching 1 games 1 fem 1 info 1 information 1 failure-analysis 1 johnson-cook 1 agentic-ai 1 azure-ai-foundry 1 vgg16 1 torchvision 1 resnet-50 1 faster-rcnn 1 textile 1 aiml 1 llm 1 unet 1 semantic-kernel 1 keras-tensorflow 1 crack-detection 1 random-forest 1 android-application 1 finite-element-methods 1 hashin 1 hashin-damage 1 eov 1 counter-strike 1 counter-strike-global-offensive 1 csgo 1 csharp 1 game 1 abaqus-damage 1 game-development 1 airsim-simulator 1 wind-turbine-blade 1 acoustics 1 gamedev 1 satellite-imagery 1 destructed-buildings-satellite-imagery 1 gameinfo 1 earthquake 1 damage-assessment 1 relief-aid 1 natural-calamities 1 disaster-management 1 webapp 1 nonlinear-damage 1 transfer-learning 1 multi-task-learning 1 domain-adaptation 1 xview2 1 training-1d-cnn 1 structural-engineering 1 spectrograms 1 spectrogram 1 lstm-neural-networks 1 grid-search-hyperparameters 1 earthquakes 1 2d-cnns 1