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

Abstract

Edge AI brings intelligence directly to embedded devices, enabling low-latency, secure, and reliable decision-making without reliance on cloud connectivity. In industrial applications, this translates to faster response times, improved data privacy, and greater system autonomy. This guide introduces Texas Instruments’ new Edge AI hardware and tools, and goes through an out-of-the-box demo of a smart signal classifier. The demo showcases how our tools can be used to quickly build a simple application that classifies between sine, square, and sawtooth waveforms.