STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks
☆48Jun 16, 2019Updated 7 years ago
Alternatives and similar repositories for STFNets
Users that are interested in STFNets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for data processing used for the experiment in paper "Deepsense: a unified deep learning framework for time-series mobile sensing da…☆29Jul 15, 2017Updated 9 years ago
- ☆70Mar 17, 2020Updated 6 years ago
- DeepIoT: Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework☆27Nov 23, 2017Updated 8 years ago
- Source code for paper: UniTS: Short-Time Fourier Inspired Neural Networks for Sensory Time Series Classification☆21Nov 24, 2021Updated 4 years ago
- An implementation for our paper: CsiGAN: Robust Channel State Information-based Activity Recognition with GANs (IEEE Internet of Things J…☆56Jul 27, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A MAC address extraction plugin for the Linux 802.11n Channel State Information (CSI) Measurement Tool.☆12May 29, 2018Updated 8 years ago
- RF-Net: A Unified Meta-Learning Framework for RF-enabledOne-Shot Human Activity Recognition☆27Sep 2, 2021Updated 5 years ago
- The official code of the paper "MF-CLR: Multi-Frequency Contrastive Learning Representation for Time Series" [ICML 2024].☆15Mar 24, 2025Updated last year
- Code for IEEE Communication Magazine (A Survey on Behaviour Recognition Using WiFi Channle State Information)☆308Jun 8, 2023Updated 3 years ago
- This is a data-set for Human Activities & Gestures Recognition (HAGR) using the Channel State information (CSI) of IEEE 802.11n devices☆50Sep 19, 2021Updated 5 years ago
- test example of paper, Can WiFi Estimate Person Pose?☆132Sep 27, 2019Updated 7 years ago
- Code for AAAI paper "Two-Stream Convolution Augmented Transformer for Human Activity Recognition"☆120Feb 1, 2021Updated 5 years ago
- code of Temporal Unet☆29Apr 29, 2019Updated 7 years ago
- ☆65Nov 12, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Gait Based User Recognition from Channel State Information(CSI) collected from WiFi Data☆34Mar 16, 2022Updated 4 years ago
- ☆23May 5, 2017Updated 9 years ago
- ☆16May 29, 2023Updated 3 years ago
- A realtime Channel State Information(CSI) display software.☆14Apr 28, 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…☆18Feb 26, 2019Updated 7 years ago
- CSI Tool 监控模式下高速等时间间隔注入数据包 Linux 802.11n CSI Tool high speed equal interval inject packet☆10Dec 30, 2018Updated 7 years ago
- Code for our AAAI-2021 paper "Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition".☆43Sep 22, 2021Updated 5 years ago
- ☆10Jan 4, 2026Updated 9 months ago
- Dataset and resources for CSI-based activity recognition applications using 802.11ax signals☆29Feb 25, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆17Dec 23, 2018Updated 7 years ago
- Human Activity Recognition using Channel State Information☆127Jan 4, 2020Updated 6 years ago
- A gnuradio module for sniffering 802.11 g packets and reporting CSI.☆31Apr 10, 2018Updated 8 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☆58Jan 27, 2025Updated last year
- Official PyTorch implementation of the paper entitled 'Self Attentive Pooling for Efficient Deep Learning'.☆13May 3, 2024Updated 2 years ago
- Use X4M05 UWB radar readings to recover voice from speaker vibration☆11Jan 28, 2021Updated 5 years ago
- A deep learning-based activity segmentation framework for activity recognition using WiFi Channel State Information (CSI).☆79Jul 27, 2021Updated 5 years ago
- Attention-Based Convolutional Neural Network for Weakly Labeled Human Activities’ Recognition With Wearable Sensors☆12Jul 21, 2020Updated 6 years ago
- TSDE is a novel SSL framework for TSRL, the first of its kind, effectively harnessing a diffusion process, conditioned on an innovative d…☆31Aug 13, 2024Updated 2 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.
- Codes of paper: Joint Activity Recognition and Indoor Localization with WiFi Fingerprints☆95Jul 10, 2019Updated 7 years ago
- ☆10Jul 30, 2022Updated 4 years ago
- Spectrogram is selected as preprocessing feature of audio clips and a feature representation method based on deep residual network (Spec-…☆27Sep 13, 2020Updated 6 years ago
- Deep learning model trained to automatically identify cover songs using siamese convnets and tied together with a fully-connected sofmax.☆19Jul 9, 2018Updated 8 years ago
- Hybrid biLSTM and CNN architecture for Sentence Unit Detection☆11Sep 28, 2020Updated 6 years ago
- WiFi感知相关的数据处理代码☆27Jul 7, 2020Updated 6 years ago
- Maybe a new approach to resampling☆21Mar 9, 2019Updated 7 years ago