Implementing Neural Networks on STM32 MCUs workshop
Implementing Neural Networks on STM32 MCUs
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
- model creation
- How to use the Cube.AI ecosystem to run your network model on STM32 MCU
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 for this workshop is closed.
|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 datasets|
|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
||Thursday, 14th November 2019||Closed|
|Stockholm, Sweden||Wednesday, 27th November 2019||Closed|
|Munich, Germany||Wednesday, 4th December 2019||Closed|