SLUUDB7 August   2025 TMS320F28P550SJ

 

  1.   1
  2.   Abstract
  3.   Trademarks
  4. 1Introduction
  5. 2TMS320F28P55x
  6. 3Edge AI Studio
  7. 4Out-of-the-Box Demo (Smart Signal Classifier)
    1. 4.1 Dataset
      1. 4.1.1 Methods for Data Collection
        1. 4.1.1.1 Collection Process
      2. 4.1.2 Data Formats
    2. 4.2 Model Training
      1. 4.2.1 Preprocessing Options
    3. 4.3 Deploying to TI's Hardware
      1. 4.3.1 TVM Compiler
      2. 4.3.2 Model Execution
  8. 5Summary

4 Out-of-the-Box Demo (Smart Signal Classifier)

This demonstration is meant to be a simple introduction into TI’s edge AI toolchain and products. Our software is meant as a starting place and engineering tool not as production ready examples. This example is a generic time series “Hello World” type of demo that is meant to introduce the workflow of data collection, training, compilation, and execution of an AI model. The entire workflow of this demo was created using Model Composer, a GUI-based tool that is part of the Edge AI Studio toolset.

Model Composer Workflow Figure 4-1 Model Composer Workflow