wldhg / 15na-tools

Data processing tools for CSI motion recognition

15na Tools

Useful tools for CSI motion model making, works with D. Halperin's CSITool.

This toolset includes...

• exam-x : CSI analysis scripts
• label-y : CSI labeling tool
• conv-xy : CSI label file (.y) to CSV converter
• conv-xy : CSI file (.dat) to CSV Converter
• train-xy : Machine learning Jupyter notebooks
• video-xy : CSI CSV to mp4 visualization tool

Overall Process

1. (Optional) Analyze each motions and data using exam-x.
2. Label recorded CSI data using tool in label-y.
3. Convert the CSI data to learnable .csv data using the conv_x tool in conv-xy.
4. Convert the label data to learnable .csv data using the conv_y tool in conv-xy.
5. Do machine learning them using notebooks in train-xy.
6. (Optional) You can convert the classification results, the CSI CSVs to mp4 video using tools in video-xy.

How To Use

Please look each directories' README file.

License

All the things are licensed under MIT license.

conv-xy directory is partially based on ermongroup/Wifi_Activity_Recognition. Their license and copyright is included in LICENSE.md.