WiFi DensePose: WiFi-Based Human Pose Estimation System for Real-Time Tracking Through Walls
By
nateb2022
Hand-rolled, kettle-boiled, baked to perfection. Worth every minute at the bakery.
Summary
WiFi DensePose is a production-ready implementation of InvisPose, a WiFi-based human pose estimation system that uses Channel State Information (CSI) data and machine learning to enable real-time full-body tracking through walls using commodity mesh routers. The system provides privacy-preserving pose detection without cameras and includes detailed installation instructions, system architecture, and quick start guides for implementation.
Key quotes
· 4 pulledA cutting-edge WiFi-based human pose estimation system that leverages Channel State Information (CSI) data and advanced machine learning to provide real-time, privacy-preserving pose detection without cameras.
Production-ready implementation of InvisPose - a revolutionary WiFi-based dense human pose estimation system that enables real-time full-body tracking through walls using commodity mesh routers.
WiFi DensePose consists of several key components working together:
WiFi-DensePose is now available on PyPI for easy installation:
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