MicroPython on ESP32: AI at the Edge for Beginners

An ESP32 chip on a breadboard.

The Power of the ESP32

The ESP32 is the darling of the IoT world. For under $5, you get a dual-core processor, built-in WiFi, Bluetooth, and plenty of GPIO pins. But for many, the hurdle was C++. Writing memory-safe code on a microcontroller is hard.

Enter: MicroPython

MicroPython is a lean and efficient implementation of the Python 3 programming language that is optimized to run on microcontrollers.

Why Use It?

  • Interactive REPL: You can type code into the terminal and see it run on the chip instantly. No more “Compile-Flash-Reboot” cycles.
  • Modern Libraries: Control WiFi, read sensors, and drive OLED screens with just a few lines of readable Python.
  • AI at the Edge: While you won’t run a 7B model, you can run simple TensorFlow Lite models for gesture recognition or voice activation directly on the chip.

Quick Start

  1. Flash the Firmware: Use esptool to put MicroPython onto your ESP32.
  2. Connect: Use a tool like Thonny or screen to talk to the chip.
  3. Blink an LED:
    from machine import Pin
    led = Pin(2, Pin.OUT)
    led.value(1) # It’s alive!

Conclusion

MicroPython turns hardware hacking into something as accessible as web development. If you’ve been putting off your smart home project, there are no more excuses.


References & Further Reading

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