This dataset contains six types of events, including background noise, digging, knocking, shaking, watering and walking, with a total of 15,612 samples. We also publicize codes for two common baseline models, which are the SVM (support vector machine, 1D method) and CNN (convolutional neural network, 2D approach) models
☆101Jun 28, 2024Updated last year
Alternatives and similar repositories for Phi-OTDR_dataset_and_codes
Users that are interested in Phi-OTDR_dataset_and_codes are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An attention based convolutional network combined with LSTM for Phi-OTDR☆22May 10, 2022Updated 4 years ago
- Dataset for the article titled as "A Novel Intensity and Phase Stacked Analysis of Φ-OTDR System using Deep Transfer Learning and Recurre…☆14Sep 28, 2023Updated 2 years ago
- This code aims to reconstruct the original BGS by using a compressed sensing method based on K-SVD algorithm.☆10Oct 6, 2022Updated 3 years ago
- Pattern recognition and classification of vibration signals collected by Φ-OTDR are carried out using deep learning methods.☆22May 22, 2021Updated 4 years ago
- 用于海底底层结构探测及舰船监测的水听器φ-OTDR仪表开发的上位机软件,能实现UDP通信、文件存储、实时解调、波形显示等功能☆26Mar 19, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Optical fiber based Physical intrusion detection using machine learning☆39Jul 4, 2021Updated 4 years ago
- Deep Deconvolution for Seismic Waves with Real and Simulated Distributed Acoustic Sensing Data: State-of-the-Art Review☆15Dec 18, 2023Updated 2 years ago
- This is an simple Online Viewer for SOR Files (OTDR fiber data).☆12Jun 6, 2023Updated 2 years ago
- Code repository for paper "DAS-N2N: Machine learning Distributed Acoustic Sensing (DAS) signal denoising without clean data" (https://arx…☆42Jan 23, 2025Updated last year
- 基于DAS系统光缆安全监测算法,相比于传统的DAS信号识别算法只挖掘时间维度的特征,该算法还进一步挖掘了相邻监测点空间维度特征,可应用于埋地光缆,油气管道,高压电缆等长距离线缆安全监测☆13Aug 17, 2019Updated 6 years ago
- Coherence-based Deep Learning denoising of DAS data☆40Oct 12, 2022Updated 3 years ago
- A python library for distributed fiber optic sensing☆148May 8, 2026Updated last week
- Detect leakages in machine learning datasets using complex numbers and NANs☆13Jul 23, 2020Updated 5 years ago
- Fiber Bragg grating (FBG) simulation tool for Finite Element Method (FEM) models. Features inclusion of temperature dependency and emulat…☆39Oct 24, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- TFT Clock by Gowin FPGA | 华中科技大学电信学院硬件课设基于国产高云FPGA的多功能TFT屏数字钟☆10Jun 14, 2023Updated 2 years ago
- 使用b样条曲面拟合一个给定的三维曲面,要求可以自适应地依照原始网格曲面曲率设置b样条的节点线。本版本为此项目终极版。☆16Dec 3, 2015Updated 10 years ago
- This open-source repository aims to stitch several separate video streams into a single video using DDR3/4 storage via the AXI interface.…☆21Oct 28, 2024Updated last year
- 无人机画面坦克检测定位系统源码分享[一条龙教学YOLOV8标注好的数据集一键训练_70+全套改进创新点发刊_Web前端展示]☆11Sep 12, 2024Updated last year
- UESTC-雷达信号产生与处理的设计与验证☆19Jun 6, 2019Updated 6 years ago
- Wearanize+ is a multimodal sleep dataset containing overnight sleep data from 130 young, healthy participants using PSG and three wearabl…☆23May 8, 2026Updated last week
- Distributed acoustic sensing lab developed @ RITE CO2 Storage Research Group☆77Aug 30, 2025Updated 8 months ago
- 使用ISTANet网络重构压缩感知采样的1维光谱信号☆14Oct 12, 2023Updated 2 years ago
- This project aims to integrate image acquisition with AI acceleration to achieve functions such as multi-channel video source input captu…☆18Aug 25, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 台湾大学李宏毅教授课程作业练习☆10Sep 2, 2021Updated 4 years ago
- A collection of HTML5 education math games.☆12Apr 14, 2015Updated 11 years ago
- In this Basic Tutorial, I have used 1DCNN for EEG classification using random dataset, You can use your own dataset☆19Jul 16, 2019Updated 6 years ago
- Wyckoff Transformer: Generation of Symmetric Crystals [ICML 2025]☆29May 5, 2026Updated 2 weeks ago
- An adaptive multispectral image fusion using particle swarm optimization☆15Dec 15, 2021Updated 4 years ago
- 信号分解算法,EMD,EEMD,CEEMDAN,VMD以及常见的熵☆15Aug 15, 2024Updated last year
- This application is a fiber Bragg grating (FBG) simulation tool for Finite Element Method (FEM) models, implemented in Python, using PyQt…☆12Dec 18, 2025Updated 5 months ago
- 在matlab App Designer中设计了一款航空发动机气路故障智能诊断软件,通过训练航空发动机气路数据,分别实现航空发动机故障判断、故障部件定位和故障模式识别。☆13Jun 7, 2022Updated 3 years ago
- Unsupervised Deep Learning for DAS-VSP Denoising Using Attention-Based Deep Image Prior☆24Aug 19, 2025Updated 9 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diag…☆35Sep 26, 2023Updated 2 years ago
- Real-Time Independent Vector Analysis☆16Jul 4, 2022Updated 3 years ago
- 雷达信号分选任务是对雷达脉冲序列进行K-means聚类,以判定每个脉冲的所属雷达 1、对 2GHz 以内的信号进行多项滤波,以确定信号的中心频带 2、构建分选数据集,对场景中雷达脉冲序列信号进行仿真,并通过UDP传至开发处理 3、基于C++实现K-means算法并部署…☆21Aug 17, 2023Updated 2 years ago
- This project shows the code for an automated training dataset collection system of a 915km 12 span optical communication system. To real…☆20Jul 7, 2021Updated 4 years ago
- MATLAB scripts used to track spectral shifts in multiplexed fiber Bragg gratings☆12Jun 13, 2016Updated 9 years ago
- “Detecting an object in an area based on the command given through speech using MFCC and HMM for Speech \& HOG and SVM for Image as Featu…☆12Apr 1, 2017Updated 9 years ago
- Python framework for Distributed Acoustic Sensing (DAS).☆70Updated this week