NTU-AIoT-Lab / EfficientFi
Source codes for "EfficientFi: Towards Large-Scale Lightweight WiFi Sensing via CSI Compression"
☆35Updated 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).☆68Updated 3 years ago
- WiFi-based gesture recognition using Adversarial Discriminative Domain Adaptation.☆18Updated 2 years ago
- WiFi-based motion tracking system☆32Updated 3 years ago
- ☆114Updated 3 years ago
- Repository collating CSI data samples and datasets.☆65Updated 4 years ago
- WiFi-based Cross-Domain Gesture Recognition via Modified Prototypical Networks☆49Updated 3 years ago
- Gait Based User Recognition from Channel State Information(CSI) collected from WiFi Data☆29Updated 3 years 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☆46Updated 3 months ago
- CSI Project,DL net for paper,use python and tensorflow☆10Updated 6 years ago
- Baha’ A. Alsaify, Mahmoud M. Almazari, Rami Alazrai, Mohammad I. Daoud, A dataset for Wi-Fi-based human activity recognition in line-of-s…☆15Updated 8 months ago
- [ECCV 2024] WiMANS: A Benchmark Dataset for WiFi-based Multi-user Activity Sensing☆46Updated 10 months ago
- A realtime Channel State Information(CSI) display software.☆14Updated 6 years ago
- WiFi感知相关的数据处理代码☆22Updated 4 years ago
- Human Activity Recognition using Wifi signals. Device: ESP 32 CSI Data☆15Updated last year
- ☆17Updated last year
- This is the official code for 'CSI-Fingerprinting Indoor Localization via Attention-Augmented Residual Convolutional Neural Network'☆10Updated last year
- An implementation for our paper: CsiGAN: Robust Channel State Information-based Activity Recognition with GANs (IEEE Internet of Things J…☆54Updated 3 years ago
- ☆48Updated 2 years ago
- Human Activity Recognition using Channel State Information☆107Updated 5 years ago
- Train CNN, MLP, ResNet18, RNN, LSTM on CSI data to classify behavior.☆15Updated last year
- Sign Language Recognition using WiFi and Convolutional Neural Networks☆73Updated 2 years ago
- 📊 Wi-Fi Channel State Information(CSI) visualization with python☆25Updated 2 years ago
- Codes of paper: Joint Activity Recognition and Indoor Localization with WiFi Fingerprints☆78Updated 5 years ago
- This is a tool for the IEEE 802.11ac MU-MIMO Beamforming Feedback Information (BFI) extraction with any Wi-Fi compliant device.☆19Updated 3 months ago
- This repository provides the implementation of the MobiCom 23 Workshop's (WiNTECH 23) paper-- Wi-BFI☆40Updated 8 months ago
- A tool for collecting BFM☆29Updated 11 months ago
- WiFi-based Multi-task Sensing☆21Updated 6 months ago
- ☆58Updated 5 years ago
- ☆43Updated 7 years ago
- ☆33Updated 2 years ago