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Dongsheng Xu's Projects

corrosion-detection-using-cnn-and-xgboost-classifier icon corrosion-detection-using-cnn-and-xgboost-classifier

The use of artificial intelligence in asset management is greatly assisting the industry and structural health monitoring systems. Using Machine Learning techniques for asset inspections can increase safety, reduce access costs, provide objective classification, and improve digital asset management systems.

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

d2l-zh icon d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

dcase2020_task2 icon dcase2020_task2

DCASE 2020 Task 2 - Unsupervised Detection of Anomalous Sounds for Machine Condition Monitoring

deepc_perspective icon deepc_perspective

Accompanying repository for our work "On the relationship between data-enabled predictive control and subspace predictive control".

deep_image_fusion icon deep_image_fusion

Multi-Sensor Image (infrared and visible) Fusion using deep learning framework, Principal Component Analysis, Discrete Wavelet Transform

deep_image_fusion2 icon deep_image_fusion2

Multi-Sensor Image (infrared and visible) Fusion using deep learning framework, Principal Component Analysis, Discrete Wavelet Transform

do-mpc icon do-mpc

Model predictive control python toolbox

dpgnn-gasleak icon dpgnn-gasleak

Code and data for replicating the work in ‘Towards deep probabilistic graph neural network for natural gas leak detection and localization without labeled anomaly data’ by Zhang et al. (2023). The paper proposes a deep probabilistic graph neural network for modeling spatial sensor dependency and localizing natural gas leaks.

eventserver-base icon eventserver-base

An always up-to-date automatically updating container with zmeventnotification, built on zoneminder-base

fault-diagnosis icon fault-diagnosis

Fault Diagnosis of Tennessee Eastman Chemical process using Neural Networks

findkg icon findkg

Data and Model implementation for paper: FinDKG: Dynamic Knowledge Graph with Large Language Models for Global Finance

flemable-gas-detection icon flemable-gas-detection

A repository folder regarding automatic flammable gases detection. Two approaches were proposed, one with machine learning techniques and a second regarding background subtraction from synchronized rgb and thermal videos.

ftc-skystone-dark-angels-romania-2020 icon ftc-skystone-dark-angels-romania-2020

NOTICE This repository contains the public FTC SDK for the SKYSTONE (2019-2020) competition season. If you are looking for the current season's FTC SDK software, please visit the new and permanent home of the public FTC SDK: FtcRobotController repository Welcome! This GitHub repository contains the source code that is used to build an Android app

gaden icon gaden

GADEN: A 3D Gas Dispersion Simulator for Mobile Robot Olfaction in Realistic Environments

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