Guolin-Yin / FewSense
The code for paper "FewSense, Towards a Scalable and Cross-Domain Wi-Fi Sensing System Using Few-Shot Learning"
☆14Updated 2 years ago
Alternatives and similar repositories for FewSense:
Users that are interested in FewSense are comparing it to the libraries listed below
- WiFi-based gesture recognition using Adversarial Discriminative Domain Adaptation.☆17Updated 2 years ago
- ☆16Updated 2 years ago
- Mean Teacher-based Cross-Domain Activity Recognition using WiFi Signals, IoTJ 2023☆15Updated last year
- 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
- WiFi-based Multi-task Sensing☆20Updated 5 months ago
- CrossSense: Towards Cross-Site and Large-Scale WiFi Sensing☆27Updated 4 years ago
- WiFi-based Cross-Domain Gesture Recognition via Modified Prototypical Networks☆47Updated 3 years ago
- Open source codes for the paper "GaitFi: Robust Device-Free Human Identification via WiFi and Vision Multimodal Learning"☆10Updated 2 years ago
- One-shot Recognition for Unseen Gesture with COTS WiFi☆33Updated 2 years ago
- A deep learning-based activity segmentation framework for activity recognition using WiFi Channel State Information (CSI).☆66Updated 3 years ago
- A Survey on Wi-Fi Channel State Information Datasets for Human Activity Recognition☆12Updated 2 years ago
- ☆17Updated last year
- ☆48Updated 2 years ago
- A tool for collecting BFM☆29Updated 11 months ago
- XRF55: A Radio Frequency Dataset for Human Indoor Action Analysis☆40Updated 4 months ago
- WiFi-based motion tracking system☆32Updated 3 years ago
- CSI Project,DL net for paper,use python and tensorflow☆10Updated 6 years ago
- [ECCV 2024] WiMANS: A Benchmark Dataset for WiFi-based Multi-user Activity Sensing☆45Updated 9 months ago
- An implementation for our paper: CsiGAN: Robust Channel State Information-based Activity Recognition with GANs (IEEE Internet of Things J…☆53Updated 3 years ago
- The Pytorch implementation of "RSCNet: Dynamic CSI Compression for Cloud-based WiFi Sensing"☆11Updated 6 months ago
- Gait Based User Recognition from Channel State Information(CSI) collected from WiFi Data☆28Updated 3 years ago
- Train CNN, MLP, ResNet18, RNN, LSTM on CSI data to classify behavior.☆15Updated last year
- A realtime Channel State Information(CSI) display software.☆14Updated 5 years ago
- This repository provides the implementation and dataset of the WoWMoM '23 paper, SiMWiSense☆14Updated 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 3 months ago
- Learning algorithm for MU-MIMO Wi-Fi radio fingerprinting through beamforming feedback matrices.☆25Updated last year
- RF-Net: A Unified Meta-Learning Framework for RF-enabledOne-Shot Human Activity Recognition☆22Updated 3 years ago
- A dataset for seven different daily activities☆25Updated 2 years ago
- ☆17Updated 8 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 2 months ago