Wio Terminal TinyML Course #7 Machine Learning on ARM Cortex M0+ MCU Seeeduino XIAO and XIAO RP2040
Channel: Hardware.ai
Date: 2021-11-19

In the last episode of TinyML Course we go even Tinier! I discuss using ML models on  ARM Cortex M0+ MCU, specifically XIAO and XIAO RP2040. I also demonstrate a project that uses a custom carrier board produced with Seeed Fusion service in combination with XIAO board to distinguish between proper and improper poses and notify the user.

Link to the article:
https://www.hackster.io/dmitrywat/tinyml-course-7-go-tinier-cortex-m0-posture-recognition-d0e41f

Hardware.ai Twitter 
https://twitter.com/HardwareAi

Seeed Fusion Service
https://www.seeedstudio.com/Seeeduino-XIAO-Arduino-Microcontroller-SAMD21-Cortex-M0+-p-4426.html

Seeeduino XIAO
https://www.seeedstudio.com/Seeeduino-XIAO-Arduino-Microcontroller-SAMD21-Cortex-M0+-p-4426.html

Seeduino XIAO RP2040
https://www.seeedstudio.com/XIAO-RP2040-v1-0-p-5026.html

Edge Impulse Project
https://studio.edgeimpulse.com/public/20025/latest

Sample code
https://github.com/Seeed-Studio/Seeed_Arduino_Sketchbook/tree/master/examples/SeeeduinoXIAO_TinyML_7_Posture_Detection

0:00 Demo
0:50 Intro
1:33 Go Tinier (XIAO and XIAO RP2040)
2:40 The problem
3:50 Seeed Fusion service
4:50 Data collection and model training
6:07 Sample inference code
6:51 Conclusion