4.3. Application Demos

• 4.3.1. Qt5 Thermostat HMI Demo
• 4.3.2. Predictive Maintenance Demo
  • 4.3.2.1. Introduction
  • 4.3.2.2. Anomaly detection system model with RNN
  • 4.3.2.3. Workflow for developing the PdM demo
    • 4.3.2.3.1. Sensor data acquisition
    • 4.3.2.3.2. Sensor data pre-processing
    • 4.3.2.3.3. Offline training to establish the model
    • 4.3.2.3.4. Deploy and integration
  • 4.3.2.4. Deliverables from Processor SDK Linux
    • 4.3.2.4.1. Out of box demo with with pre-recorded sensor data
    • 4.3.2.4.2. Support rebuilding the demo from top-level Makefile
    • 4.3.2.4.3. ONNX model conversion tool
  • 4.3.2.5. Benchmarking for anomaly detection with RNN
• 4.3.3. PRU-ADC Demo
  • 4.3.3.1. Introduction
  • 4.3.3.2. Hardware Needed
  • 4.3.3.3. Steps to Run the Demo
• 4.3.4. DLP 3D Scanner
• 4.3.5. People Tracking
• 4.3.6. EVSE Demos
• 4.3.7. Protection Relay Demo
• 4.3.8. mmWave Gesture Controlled HMI
• 4.3.9. TIDL Demo
• 4.3.10. Arm NN Classification Demo