Edge AI: Principles

and Practices

Artificial Intelligence (AI) is transforming our world.

Version 1.0 (first release):  May 2022

• Original release of the EAI-PP course using a Pumpkin board as deployment platform (Labs 1-7).

Version 1.1: May 2023

• New deployment platform: BeagleBone AI-64.
• New Academic Versión of the NC-SDK (0.2.2).
• Update all the labs to adapt them to the new environment (software & hardware).

Version 1.2: October 2023

• Migration from NC-SDK Academic to NC-SDK Standard (v2.1).
• New development setup (Docker + Visual Studio).
• GSG and Lab0 have been rewritten.
• Minor changes in Labs 1-7.
• Added Lab 10 (OpenCL).

Version 1.3: December 2023

• Added Labs 8 (Audio) and 9 (NLP).
• Lab 9 also serves as reference of the new TVM workflow.