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15na-tools's Introduction

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.

15na-tools's People

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