Open Innovation Program

AI on STM32 full-day hands-on Workshop

JUNE 29, 2020 from 9h to 17h | Taiwan Tech Arena, room 411, 4F 

You are a local start-up or a team with a project?

Then join our hardware/software workshop with ST and learn to:

# Set up STM32 evaluation board

# Modify F/W and upload to the board

# Interface STM32 with App

# Collect Data from Sensor board

# Train Neural Network
# Use ST IDE
# Import Neural Network model
# Upload and test your AI application

During this free event you will get the chance to work on a AI project using STM32 toolkit and guidance from ST experts. You will receive basics presentation about AI and ST toolset, then all participants are expected to do most of the work onsite during the day. Lunch will be offered. The whole event language is English, even though some ST experts can speak Mandarin.

Please bring your laptop, power cable and enthusiasm!

Tool Kit

each participant will be provided with a free software and hardware tool kit, and will receive guidance and tool for installation prior to the workshop



•Ultra-low-power STM32L4 Series MCUs based on Arm® Cortex®-M4 core with 1 Mbyte of Flash memory and 128 Kbytes of SRAM, in LQFP100 package

•64-Mbit Quad-SPI (Macronix) Flash memory

•Bluetooth® V4.1 module (SPBTLE-RF)

•Sub-GHz (868 MHz or 915 MHz) low-power-programmable RF module (SPSGRF-868 or SPSGRF-915)

•802.11 b/g/n compliant Wi-Fi® module from Inventek Systems (ISM43362-M3G-L44)

•Dynamic NFC tag based on M24SR with its printed NFC antenna

•2 digital omnidirectional microphones (MP34DT01)

•Capacitive digital sensor for relative humidity and temperature (HTS221)

•High-performance 3-axis magnetometer (LIS3MDL)

•3D accelerometer and 3D gyroscope (LSM6DSL)

•260-1260 hPa absolute digital output barometer (LPS22HB)

•Time-of-Flight and gesture-detection sensor (VL53L0X)

•2 push-buttons (user and reset)

•USB OTG FS with Micro-AB connector

•Expansion connectors:

•Arduino™ Uno V3


•Flexible power-supply options:

•ST LINK USB VBUS or external sources

•On-board ST-LINK/V2-1 debugger/programmer with USB re-enumeration capability: mass storage, Virtual COM port and debug port

•Comprehensive free software HAL library including a variety of examples, as part of the STM32Cube MCU Package

•Support of a wide choice of Integrated Development Environments (IDEs) including IAR™, Keil®, GCC-based IDEs, Arm® Mbed Enabled™

•Arm® Mbed™ online (see






•STLink Utility

•Python library

• Tensorflow

• Keras


•ST BLE Sensor

•(App for smartphone/tablet)

Terminal SW(i.e. Teraterm)









Introduction to AI basics

Introduction to ST toolbox

Lab 1: STM32 FW Project download and demo test

Lunch breack & networking (complimentary meal provided on site)

Lab 2: Data collection and Neural Network training

Lab 3: Import updated Neural Network in STM32 FW projects

Wrap up


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