IoTNext 2019: Workshop on Artificial Intelligence at the Deep Edge
This will be a hands-on workshop of Artificial Neural Networks at the Deep Edge organized by Gaia and ST Microelectronics, Italy.
Highlights of the workshop:
- Artificial Intelligence at the Deep Edge: The Cyber Physical System Revolution
- Understand Artificial Neural Networks
- Introducing STM32 Cube.AI
- Chance to win and take away the $50 STM32H7 board!
Hands on 5 steps à Project: Intravenous Infusion Monitoring System
- Capture data
- Clean, label Data and Build ANN topology
- Train the ANN model
- Convert ANN into optimized code for the STM32 MCU
- Run trials on STM Nucleo H7 eval boards
About Workshop
Danilo and Prashant will lead the participants through the 5 steps needed to deploy an exemplary Gaia Artificial Neural Network solution using STM32Cube.AI.
Speaker
Technical Director, IEEE Fellow of STMicroelectronics, Italy |
Senior Engineer, Gaia |
Takeaways
All participants will learn to walk through the entire set of steps required to create code, use tools and implement a hands-on project demonstrating how to shape an exemplary Gaia application that will classify level of saline infusion in a typical bottle for medical monitoring system. This will be done without having a need to transport data to a cloud or server based system.
Participants will be provided with STM Nucleo H7 eval boards for the workshop
Schedule
Date | Dec 2, 2019 |
Registration and Software Setup | 09.30AM |
Start Time | 10.00 AM |
End Time | 01.00 PM |
Agenda is subject to change
Venue
Indian Institute of Science, Bangalore
Robert Bosch Centre for Cyber Physical Systems, Third Floor, SID Building, Indian Institute of Science, Bengaluru, Karnataka 560012Prerequisite
- Knowledge of Python Programming
- Laptop
- Installed pre-requisites as per presentation (sent to you on registration)