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TINYAUTON

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ABOUT THIS PROJECT

This project dedicates to the development of a library for tiny agent related computing running on MCU devices to serve the multi-agent system，covering mathematical operations, digital signal processing, and TinyML.

About the Name

The name "TinyAuton" is a combination of "Tiny" and "Auton". "Tiny" means the agent is designed to run on MCU devices, and "Auton" is short for "Autonomous Agent".

TARGET HARDWARE

  • MCU devices (currently targeting ESP32 as the main platform)

SCOPE

  • Platform adaptation and various tools (time, communication, etc.)
  • Basic Math Operations
  • Digital Signal Processing
  • TinyML / Edge AI

HOST DEVKITS

Tip

The following hardwares are for demonstration purposes only. This project is not limited to these and can be ported to other types of hardwares.

  • DNESP32S3M from Alientek (ESP32-S3)

DNESP32S3M

DNESP32S3M-BACK

PROJECT ARCHITECTURE

+------------------------------+
| APPLICATION                  |
+------------------------------+
|   - TinyAI                   | <-- AI Functions
|   - TinyDSP                  | <-- DSP Functions
|   - TinyMath                 | <-- Common Math Functions
|   - TinyToolbox              | <-- Platform-specific Low-level Optimization + Various Utilities
| MIDDLEWARE                   |
+------------------------------+
| DRIVERS                      |
+------------------------------+
| HARDWARE                     |
+------------------------------+