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Edge AI and Digital Signal Processing

Hand gesture "Paper" captured with AMG8833 infrared array sensor (8x8 resolution), and its DCT Type-II coefficients.

Paco de Lucia's Picado from "Cepa Andaluza" (Bulerias) captured with my "Acoustic Feature Camera" device.

In this project, I pick up some of my achievements on edge AI from my past projects, and update them with the latest IDEs such as STM32CubeIDE or Android Studio.

I will also try to create Generative Art with edge AI in this project.

My past projects on edge AI:

Project 1: Rock Paper Scissors Machine

  • "Rock Paper Scissors" game machine with NUCLEO-L476RG board.
  • Digital Twin of the machine made with Blender.

=> Rock Paper Scissors

Project 2: Acoustic Scene Classification (Work in progress)

Note: I have stopped developing this on STM32L4, because X-CUBE-AI has some problems. I will start developing Acoustic Scene Classification on Android instead.

=> Acoustic Scene Classification with Android (work in progress)

=> Audio Signal Processing with STM32L4 (terminated)


Misc

Make Jupyter Notebook collect data from this Arduino version of the thermograpy device with Panasonic AMG8833.

This is me.

Learning by Doing

DSP-related

Others