# andrisgauracs/wifi-sensing-kit

> A kit for recognizing human movements (sitting, squatting, jumping, etc.) from WiFi CSI using three ESP32-S3 boards, with a webcam acting as the teacher during model training.

- Magnitude: 4.3 out of 10 — Early signal
- Stars: 119 total · +2 stars measured 2026-10-13, 10:07–12:27 UTC, ≈ 17 by evening
- Star trust: star growth looks organic
- Category: Hardware, IoT & robotics · Language: HTML · License: MIT · Created: 2026-10-10 · Last push: 2026-10-11
- GitHub: https://github.com/andrisgauracs/wifi-sensing-kit · Page: https://gitnova.dev/en/r/andrisgauracs/wifi-sensing-kit

## Useful for

- Train a movement model in one session with a webcam and check accuracy via kit/evaluate.py
- Deploy a local WiFi sensing setup in a room with three ESP32-S3 boards and monitor activity through dashboards
- Study CSI data and link maps between boards and router for wireless sensing experiments

## Why it’s here

- Star-counter measurements on 2026-10-13 (UTC), 10:07–12:27: 117 → 119 stars (+2). This is the change over that interval.
- Estimated end-of-day forecast: about +17 stars, using observed gains and the previous day.
- The repository is 3 days old and already has 119 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #161.
- About 10 forks a day — people are taking the code.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 18
- Issues and pull requests: 1
- Watchers: 0
- Average over the last week: 30 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 0

## Stars per day, last 4 days (oldest → newest, today is partial)

2026-10-10 … 2026-10-13: 0, 42, 62, 2

## Spotted in now

- Top new repositories this week: #161

## Similar by description

1. **ruvnet/RuView** — 4.0 · Steady · Hardware, IoT & robotics · Rust · +111 stars measured 2026-10-13, 00:03–12:28 UTC, ≈ 223 by evening
   A Rust WiFi-sensing platform that uses CSI data from cheap ESP32 boards to detect presence, breathing, heart rate, activity and pose without cameras or wearables. Runs locally on edge hardware with Home Assistant, Apple Home, Google Home…
   Full card: https://gitnova.dev/en/r/ruvnet/RuView.md

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-13 12:43 UTC, updated every 30 minutes.