gigwegbe / gesture-recognition-with-mmwave-radar-tinyml

Gesture Recognition with mmwave Radar Tinyml

Setups

• Install Texas instrument mmwave radar firmware sdk 2.01 - Link

• Run the demo script to visualize data

  Flash firmware

  The firmware needs to to flashed to the device using before running any of the script.

  • First install the SDK
  • Flash the firmware onto the device

Data Collection

• Run the application.py script to collect data from different gestures.

Reference

• http://www.jocm.us/uploadfile/2021/1122/20211122053404961.pdf
• https://ieeexplore.ieee.org/abstract/document/8585077
• https://arxiv.org/pdf/2210.13079.pdf
• https://github.com/ibaiGorordo/AWR1843-Read-Data-Python-MMWAVE-SDK-3-
• https://users.wpi.edu/~esolovey/papers/Li-ICCE-2019.pdf
• https://github.com/piotrgrobelny/AWR1642-hand-gesture-recognition