Webinar: Embedded Machine Learning Applications on Variscite System on Modules

Date:

November 10

Speaker:

Diego Dorta,
Software Engineer

Language:

English

This webinar introduces Artificial Intelligence (AI) and Machine Learning (ML) fields, offering initial knowledge about the technology and its usage on embedded systems. 

In this webinar, you will explore the full potential of Machine Learning and learn how to develop your first Machine Learning application targeting Variscite’s i.MX 8M Plus System on Modules.

 

This webinar covers:

  • General overview of Artificial Intelligence (AI) and Machine Learning (ML) flow
  • Inference time cores comparisons on i.MX 8M Plus - CPU and NPU
  • Machine Learning use cases
  • Model quantization for leveraging ML applications and benchmark
  • ML frameworks from NXP eIQ and Variscite's BSP
  • Python API for Machine Learning – overview and installation via Pip Tool
  • Important concepts: Warm Up Time, Profiling