NTU-AIoT-Lab / EfficientFi
Source codes for "EfficientFi: Towards Large-Scale Lightweight WiFi Sensing via CSI Compression"
☆34Updated 2 years ago
Alternatives and similar repositories for EfficientFi:
Users that are interested in EfficientFi are comparing it to the libraries listed below
- A deep learning-based activity segmentation framework for activity recognition using WiFi Channel State Information (CSI).☆64Updated 3 years ago
- WiFi-based gesture recognition using Adversarial Discriminative Domain Adaptation.☆17Updated 2 years ago
- Repository collating CSI data samples and datasets.☆64Updated 4 years ago
- ☆111Updated 3 years ago
- WiFi-based motion tracking system☆31Updated 3 years ago
- ☆15Updated 2 years ago
- Gait Based User Recognition from Channel State Information(CSI) collected from WiFi Data☆28Updated 3 years ago
- Human Activity Recognition using Channel State Information☆105Updated 5 years ago
- This repository provides the implementation and dataset of the WoWMoM '23 paper, SiMWiSense☆14Updated last year
- Train CNN, MLP, ResNet18, RNN, LSTM on CSI data to classify behavior.☆15Updated last year
- 📊 Wi-Fi Channel State Information(CSI) visualization with python☆25Updated 2 years ago
- Human Activity Recognition based on WiFi Channel State Information☆146Updated 7 months ago
- 通过WiFi信号的信道状态信息(Channel State Information, CSI)进行步态特征提取,进而实现用户识别☆43Updated last month
- Baha’ A. Alsaify, Mahmoud M. Almazari, Rami Alazrai, Mohammad I. Daoud, A dataset for Wi-Fi-based human activity recognition in line-of-s…☆14Updated 7 months ago
- An implementation for our paper: CsiGAN: Robust Channel State Information-based Activity Recognition with GANs (IEEE Internet of Things J…☆51Updated 3 years ago
- Sign Language Recognition using WiFi and Convolutional Neural Networks☆73Updated 2 years ago
- A Survey on Wi-Fi Channel State Information Datasets for Human Activity Recognition☆12Updated 2 years ago
- WiFi-based Cross-Domain Gesture Recognition via Modified Prototypical Networks☆45Updated 3 years ago
- [ECCV 2024] WiMANS: A Benchmark Dataset for WiFi-based Multi-user Activity Sensing☆41Updated 8 months ago
- WiFi-based Multi-task Sensing☆20Updated 4 months ago
- A tool for collecting BFM☆29Updated 10 months ago
- A fast channel state information parser for Intel, Atheros, Nexmon, ESP32 and PicoScenes☆117Updated 5 months ago
- A dataset for seven different daily activities☆25Updated 2 years ago
- WiFi-based breath detection☆13Updated 2 years ago
- CSI Project,DL net for paper,use python and tensorflow☆10Updated 6 years ago
- Libraries and usage example for our MMFi Dataset☆98Updated 6 months ago
- Human Activity Recognition using Wifi signals. Device: ESP 32 CSI Data☆14Updated last year
- Mean Teacher-based Cross-Domain Activity Recognition using WiFi Signals, IoTJ 2023☆15Updated last year
- This is a tool for the IEEE 802.11ac MU-MIMO Beamforming Feedback Information (BFI) extraction with any Wi-Fi compliant device.☆19Updated 2 months ago
- ☆46Updated 2 years ago