5. Examples and Demos

Applications available by development platform

There are a number of Example Applications provided within the Processor SDK for Linux. Below are the applications available on each platform and the User’s Guides associated with each component.

Note

The example applications below assume that you are using the default pinmux/profile configuration that the board ships with, unless otherwise noted in the individual application’s User’s Guide

Applications	AM335x EVM	AM335x ICE	AM335x SK	BeagleBone Black	AM437x EVM	AM437x Starter Kit	AM437x IDK	AM572x EVM	AM572x IDK	AM571x IDK	AM574x IDK	AM65x EVM	AM65x IDK	66AK2Hx EVM & K2K EVM	K2Ex EVM	66AK2L06 EVM	K2G EVM	OMAP-L138 LCDK	Users Guide	Description
Matrix GUI	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	Matrix User’s Guide	Provides an overview and details of the graphical user interface (GUI) implementation of the application launcher provided in the Sitara Linux SDK
Power & Clocks	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	Sitara Power Management User Guide	Provides details of power management features for all supported platforms.
Multimedia	X		X	X	X	X	X	X	X	X	X	X	X						Multimedia User’s Guide	Provides details on implementing ARM/Neon based multimedia using GStreamer pipelines and FFMPEG open source codecs.
Accelerated Multimedia								X	X	X	X			X	X	X	X		Multimedia Training	Provides details on hardware accelerated (IVAHD/VPE/DSP) multimedia processing using GStreamer pipelines.
Graphics	X		X	X	X	X	X	X	X	X	X	X	X						Graphics Getting Started Guide	Provides details on hardware accelerated 3D graphics demos.
OpenCL														X	X	X	X		OpenCL Examples	Provides OpenCL example descriptions. Matrix GUI provides two out of box OpenCL demos: Vector Addition and Floating Point Computation.
Camera					X	X	X	X	X	X	X								Camera User’s Guide	Provides details on how to support smart sensor camera sensor using the Media Controller Framework
Video Analytics																			Video Analytics Demo	Demonstrates the capability of AM57x for video analytics. It builds on Qt and utilizes various IP blocks on AM57x.
DLP 3D Scanner																			3D Machine Vision Reference Design	Demonstrates the capability of AM57x for DLP 3D scanning.
Simple People Tracking	X		X	X	X	X	X												3D TOF Reference Design	Demonstrates the capability of people tracking and detection with TI?s ToF (Time-of-Flight) sensor
Barcode Reader	X	X	X	X	X	X	X					X	X	X	X	X	X		Barcode Reader	Demonstrates the capability of detecting and decoding barcodes
USB Profiler	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	NA
ARM Benchmarks	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	NA
Display	X		X		X	X		X	X	X	X	X	X						NA
WLAN and Bluetooth	X		X		X	X		X											WL127x WLAN and Bluetooth Demos	Provides details on how to enable the WL1271 daughtercard which is connected to the EVM
QT Demos	X		X	X	X	X	X	X	X	X	X	X	X						Hands on with QT	Provides out of box Qt5.4 demos from Matrix GUI, including Calculator, Web Browser, Deform (shows vector deformation in the shape of a lens), and Animated Tiles.
Web Browser	X		X	X	X	X	X	X	X	X	X	X	X						NA
System Settings	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	NA
EVSE Demo	X		X	X	X	X	X					X	X						HMI for EV charging infrastructure	Provides out of box demo to showcase Human Machine Interface (HMI) for Electric Vehicle Supply Equipment(EVSE) Charging Stations.
Protection Relay Demo	X		X	X															HMI for Protection Relay Demo	Matrix UI provides out of box demo to showcase Human Machine Interface (HMI) for Protection Relays.
mmWave Gesture Controlled HMI	X		X	X	X	X	X					X	X						Gesture controlled HMI based on mmWave gesture recognition and presence detection	Provides out of box demo to showcase gesture controlled Human Machine Interface (HMI).
Predictive Maintenance (PdM) demo	X		X	X	X	X	X					X	X						PdM using RNN for Anomaly Detection	Provides out of box demo for Predictive Maintenance using Recurrent Neural Network (RNN) for anomaly detection.
Qt5 Thermostat HMI Demo	X		X	X	X	X	X					X	X						Qt5 Thermostat HMI Demo	Provides out of box Qt5-based HMI for Thermostat
TI Deep Learning														X	X	X	X		TI Deep Learning Examples	Provides TI Deep Learning examples
Arm NN	X	X	X	X	X	X	X	X					X						Arm NN Examples	Demonstrates Arm NN classification with MobileNet model

• 5.1. Matrix User Guide
• 5.2. Sub-system Demos
  • 5.2.1. Power Management
    • 5.2.1.1. AM335x Power Management User Guide
  • 5.2.2. ARM Multimedia Users Guide
  • 5.2.3. Accelerated Multimedia
  • 5.2.4. Graphics and Display
  • 5.2.5. DSP offload with OpenCL
  • 5.2.6. Camera Users Guide
  • 5.2.7. WLAN and Bluetooth
  • 5.2.8. Hands on with QT
• 5.3. Application Demos
  • 5.3.1. Qt5 Thermostat HMI Demo
  • 5.3.2. Predictive Maintenance Demo
    • 5.3.2.1. Introduction
    • 5.3.2.2. Anomaly detection system model with RNN
    • 5.3.2.3. Workflow for developing the PdM demo
      • 5.3.2.3.1. Sensor data acquisition
      • 5.3.2.3.2. Sensor data pre-processing
      • 5.3.2.3.3. Offline training to establish the model
      • 5.3.2.3.4. Deploy and integration
    • 5.3.2.4. Deliverables from Processor SDK Linux
      • 5.3.2.4.1. Out of box demo with with pre-recorded sensor data
      • 5.3.2.4.2. Support rebuilding the demo from top-level Makefile
      • 5.3.2.4.3. ONNX model conversion tool
    • 5.3.2.5. Benchmarking for anomaly detection with RNN
  • 5.3.3. PRU-ADC Demo
    • 5.3.3.1. Introduction
    • 5.3.3.2. Hardware Needed
    • 5.3.3.3. Steps to Run the Demo
  • 5.3.4. DLP 3D Scanner
  • 5.3.5. People Tracking
  • 5.3.6. EVSE Demos
  • 5.3.7. Protection Relay Demo
  • 5.3.8. mmWave Gesture Controlled HMI
  • 5.3.9. TIDL Demo
  • 5.3.10. Arm NN Classification Demo