Implementing Neural Networks on STM32 MCUs workshop

Implementing Neural Networks on STM32 MCUs
 

1-day hands-on workshop for developers

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Are you thinking about implementing or already developing Neural Networks in your application?

This free AI workshop may help you move forward with your design! After showing you an AI demo, we will give you a brief overview of Artificial Neural Networks theory and present our ecosystem of Artificial Neural Network solutions. From theory to practice, we will show you how to take advantage of an automatic network model conversion to C code.

Developers will benefit from hands-on training and work with the B-L475E-IOT01A Discovery board and STM32CubeMX tool to design real use-cases of ANN applications.


You will learn:

  • How to get started with Artificial Neural Network:
    • dataset collection 
    • pre-processing 
    • model creation
  • How to use the Cube.AI ecosystem to run your network model on STM32 MCU
     

Product details

The X-CUBE-AI is an STM32Cube Expansion Package in the STM32Cube.AI ecosystem, extending STM32CubeMX capabilities with automatic conversion of pre-trained Neural Network and integration of generated optimized libraries in users' projects.


Registration information

There is no charge to participate in this event, but it is necessary to register through my.st.com.

Register now


Workshop Agenda:

09:00 - 09:20 Image Recognition live demo
09:20 - 10:10 Introduction to AI and NN
10:10 - 10:40 Lab1: Out-of-the-box experience
10:40 - 11:10 Break
11:10 - 11:40 The Five steps behind ANN​ development
11:40 - 12:10 Lab2: How to collect & label dataset​s
12:10 - 13:10 Lunch
13:10 - 13:55 Live Demo: ANN model creation & learning
13:55 - 14:55 Time for Partners
14:55 - 15:15 STM32CubeMx short introduction
15:15 - 15:45 Break
15:45 - 16:30 Lab3: STM32CubeMX & X-CUBE-AI
16:30 - 16:50 Lab4: How to update modified NN model within your application
16:50 - 17:00 Conclusion and wrap-up



Locations and dates

Location Date Status
Paris, France
Thursday, 14th November 2019 Closed
Stockholm, Sweden Wednesday, 27th November 2019 Open
Munich, Germany Wednesday, 4th December 2019 Closed

 

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