AM263Px MCU+ SDK: AI Examples

| AM263Px MCU+ SDK 26.00.00 |

AI Examples

# Introduction

This section contains AI/Machine Learning example applications demonstrating edge AI capabilities on AM26x devices using TI's feature extraction library and TVM-compiled neural network models.

These examples cover various use cases including:

- Classification: Detecting and categorizing signals into discrete classes
- Regression: Predicting continuous values from sensor data
- Forecasting: Predicting future values based on historical time series
- Anomaly Detection: Identifying abnormal patterns in sensor data
- Data Capture: Collecting sensor data for model training with Edge AI Studio

## Classification Examples

1. Generic Timeseries Classification
2. Motor Fault Detection
3. Arc Fault Detection
4. Blower Imbalance Detection

## Regression Examples

1. Generic Timeseries Regression
2. Torque Measurement
3. Washing Machine Load Weighing

## Forecasting Examples

1. Generic Timeseries Forecasting
2. HVAC Indoor Temperature Forecasting
3. PMSM Rotor Temperature Forecasting

## Anomaly Detection Examples

1. Generic Timeseries Anomaly Detection
2. Fan Blade Anomaly Detection

## Data Capture and Live Preview Examples

1. IMU Sensor Data Capture
2. Temperature Sensor Data Capture
3. DAP Default