francescamen/SHARP

A list of awesome papers and cool resources on WiFi CSI sensing.

Human pose estimation using WiFi Channel State Information (CSI) and deep learning — enabling camera-free sensing through walls.

[MobiSys 2026] A large-scale, multimodal dataset and benchmark for Human Action Recognition, Understanding and Reasoning

Always up-to-date, most comprehensive HAR resource — continuously scanned and auto-updated from Papers with Code. 53 datasets integrated across all modalities.

WiFi-3D-Fusion is an open-source research project that leverages WiFi CSI signals and deep learning to estimate 3D human pose, fusing wireless sensing with computer vision techniques for next-generation spatial awareness.

Teach three $10 ESP32-S3 boards to recognise what you're doing from WiFi alone, with your webcam as the teacher

XRF55: A Radio Frequency Dataset for Human Indoor Action Analysis

Applications based on Wi-Fi CSI (Channel state information), such as indoor positioning, human detection

A collection of datasets, papers, and resources for Generalizable Human Activity Recognition and IMU sensing.