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
- The official code of the paper "MF-CLR: Multi-Frequency Contrastive Learning Representation for Time Series" [ICML 2024].☆15Mar 24, 2025Updated last year
- An implementation for our paper: CsiGAN: Robust Channel State Information-based Activity Recognition with GANs (IEEE Internet of Things J…☆55Jul 27, 2021Updated 5 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.
- Code for IEEE Communication Magazine (A Survey on Behaviour Recognition Using WiFi Channle State Information)☆305Jun 8, 2023Updated 3 years ago
- RF-Net: A Unified Meta-Learning Framework for RF-enabledOne-Shot Human Activity Recognition☆27Sep 2, 2021Updated 5 years ago
- CrossSense: Towards Cross-Site and Large-Scale WiFi Sensing☆29Sep 25, 2020Updated 6 years ago
- Deepsense: a unified deep learning framework for time-series mobile sensing data processing.☆200Oct 3, 2019Updated 7 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
- One-shot Recognition for Unseen Gesture with COTS WiFi☆40Jun 6, 2022Updated 4 years ago
- test example of paper, Can WiFi Estimate Person Pose?☆132Sep 27, 2019Updated 7 years ago
- code of Temporal Unet☆29Apr 29, 2019Updated 7 years ago
- Gait Based User Recognition from Channel State Information(CSI) collected from WiFi Data☆34Mar 16, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆23May 5, 2017Updated 9 years ago
- Mobile Android app for data collection in the wild: sensor measurements and self-reported labels describing the user's behavioral context…☆31May 16, 2018Updated 8 years ago
- A realtime Channel State Information(CSI) display software.☆14Apr 28, 2019Updated 7 years ago
- ☆16May 29, 2023Updated 3 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
- 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
- ☆17Dec 23, 2018Updated 7 years ago
- Code for AAAI paper "Two-Stream Convolution Augmented Transformer for Human Activity Recognition"☆120Feb 1, 2021Updated 5 years ago
- Simple implementation of MUltiple SIgnal Classification☆14Jan 30, 2016Updated 10 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Human Activity Recognition using Channel State Information☆126Jan 4, 2020Updated 6 years ago
- A gnuradio module for sniffering 802.11 g packets and reporting CSI.☆31Apr 10, 2018Updated 8 years ago
- Maybe a new approach to resampling☆22Mar 9, 2019Updated 7 years ago
- fall detection based on channel state information☆27Mar 13, 2019Updated 7 years ago
- Device-Free Gesture Tracking Using Acoustic Signals, MobiCom 2016☆116Jun 5, 2017Updated 9 years ago
- WiFi-based activity recognition dataset☆189Sep 23, 2019Updated 7 years ago
- Neural network to classify some styles of Electronic music☆23Apr 4, 2019Updated 7 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
- A deep learning-based activity segmentation framework for activity recognition using WiFi Channel State Information (CSI).☆79Jul 27, 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.
- Use X4M05 UWB radar readings to recover voice from speaker vibration☆11Jan 28, 2021Updated 5 years ago
- Hybrid biLSTM and CNN architecture for Sentence Unit Detection☆11Sep 28, 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
- ☆10May 29, 2024Updated 2 years ago
- pytorch code of CSI-Net, including data and pre-trained models☆116Jul 5, 2019Updated 7 years ago
- ☆27Dec 14, 2017Updated 8 years ago
- RF-Tools2.0☆12Mar 13, 2020Updated 6 years ago