This project involved recognizing activities like falling, running, sitting, walking using Wi-Fi based CSI data in lieu of traditional methods of wearables or cameras. It involved Wi-Fi data processing, feature extraction and creating a trained model for prediction.
☆12Jan 10, 2017Updated 9 years ago
Alternatives and similar repositories for Activity-recognition-using-Wi-Fi-CSI-data
Users that are interested in Activity-recognition-using-Wi-Fi-CSI-data are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- fall detection based on channel state information☆25Mar 13, 2019Updated 7 years ago
- This repository is used for "Human Activity Detection" system by using CSI signal from WiFi. All procedure are implemented on MATLAB code…☆17Feb 26, 2019Updated 7 years ago
- Human Activity Recognition using Channel State Information☆122Jan 4, 2020Updated 6 years ago
- 设置一个WiFi发射器，一个WiFi接收器，通过发射和接受CSI信号，进行空间内变化检测，当进行不同的动作（如蹲下、站起、跌倒等）使，会引起WiFi信号的变化，使用机器学习模型对不同的信号进行分类，以达到动作识别（movement identification）任务☆64Apr 19, 2015Updated 10 years ago
- A simple web demo with minimal framework using PyTorch and Streamlit to showcase an image classification model.☆13Dec 17, 2022Updated 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.
- pytorch code of CSI-Net, including data and pre-trained models☆116Jul 5, 2019Updated 6 years ago
- ☆65Nov 12, 2022Updated 3 years ago
- Gesture Recognition using CSI TOOL☆33Aug 28, 2016Updated 9 years ago
- ☆46Mar 12, 2018Updated 8 years ago
- Resources for collecting channel state information of IEEE 802.11n networks on an Intel Galileo Board☆10Aug 29, 2015Updated 10 years ago
- An Indoor Fingerprinting Localization Algorithm which uses CSI from wifi☆108Apr 5, 2015Updated 11 years ago
- GUI Tool for monitor, in real-time, the CSI measures from off-the-shelf Commercial Atheros WiFi NIC☆45Dec 19, 2019Updated 6 years ago
- A python program to build ResNet-1D model and DRSN-1D model in keras environment.☆11Mar 29, 2023Updated 3 years ago
- WiFi-based activity recognition dataset☆186Sep 23, 2019Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Explore CSI samples in pcap files☆11Mar 10, 2021Updated 5 years ago
- Operator for the ocp-csi bridge☆24Mar 31, 2026Updated 2 weeks ago
- This is a data-set for Human Activities & Gestures Recognition (HAGR) using the Channel State information (CSI) of IEEE 802.11n devices☆51Sep 19, 2021Updated 4 years ago
- See through wall using WI-FI signals☆15Apr 20, 2018Updated 7 years ago
- CSI Project,DL net for paper,use python and tensorflow☆10Oct 13, 2018Updated 7 years ago
- Train CNN, MLP, ResNet18, RNN, LSTM on CSI data to classify behavior.☆20Jun 29, 2023Updated 2 years ago
- This is end2end chinese ocr demo using CNN + BiLSTM + ctc_loss☆12Mar 31, 2019Updated 7 years ago
- ☆20Mar 16, 2024Updated 2 years ago
- Real Time TensorRT based object classification using EfficientNet CNN☆12Apr 10, 2021Updated 5 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.
- ☆14Nov 3, 2019Updated 6 years ago
- 采用样本迁移的BiLSTM拼接CNN，+CRF 做中文分词处理☆11Jun 11, 2019Updated 6 years ago
- This repository contains the simulation source code for implementing reinforcement learning aglorithms for autonomous navigation of ardon…☆11Mar 20, 2021Updated 5 years ago
- Build a image classification python web app with Streamlit and PyTorch☆21Mar 30, 2026Updated 2 weeks ago
- Wi-Fi sensing model of MOWA☆21Oct 26, 2023Updated 2 years ago
- An implementation of Contract-Net Protocol in an attacker/defender scenario☆11Jul 8, 2022Updated 3 years ago
- Human Activity Recognition using Wifi signals. Device: ESP 32 CSI Data☆24Mar 27, 2026Updated 2 weeks ago
- LSTM, CNN, CNNLSTM, BiLSTM, MLP☆10Mar 2, 2018Updated 8 years ago
- 无线感知相关论文☆11Oct 26, 2021Updated 4 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.
- Arduino library for identifying outliers with a Hampel filter☆31Jan 7, 2022Updated 4 years ago
- HackerRank, LeetCode, Cracking the Coding Interview Solutions in Python/C++☆11Mar 15, 2026Updated last month
- LLMEval☆11Feb 12, 2024Updated 2 years ago
- Setting up DDPG based reinforcement learning in ROS Gazebo environment☆14Jul 29, 2019Updated 6 years ago
- 基于Wi-Fi CSI和机器学习的环境异常感知☆18Apr 8, 2020Updated 6 years ago
- Scripts to parse large Android binary images and extracts deleted data from apps☆15May 19, 2017Updated 8 years ago
- this is the final version☆17Jan 8, 2019Updated 7 years ago