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Connecting AI to IoT Applications

1 hour session (All Time Zones)
Presenter: Rahul Dubey

Doulos Member Technical Staff

This webinar will examine the application of AI in Edge / IoT situations. Although it uses an example for an industrial application, it will be of interest to anyone considering the use of AI technology for constrained devices.

The webinar includes:

  • recommendations on quality data acquisition
  • how to use metrics to test model performance
  • the use of transfer learning to create custom models
  • AI model quantization and API's for model inference.

Two hypothetical edge AI based factory application examples are used, as well as a brief explanation of how Edge AI is deployed to remotely located edge devices, such as the RZ Family of MPUs from Renesas.

Rahul Dubey

Rahul Dubey - Doulos Member Technical Staff presents this training webinar.

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