Contents
Document Details ..........................................................................................................................................4
Document History..............................................................................................................................4
Definition, Acronyms and Abbreviations...........................................................................................4
References .........................................................................................................................................4
Introduction ...................................................................................................................................................5
Purpose of the document ..................................................................................................................5
About the System ..............................................................................................................................5
Pre-requisite ......................................................................................................................................5
ML Demos Background..................................................................................................................................7
Copy Demos to SD Card.....................................................................................................................7
Run Setup.........................................................................................................................................11
Running ML Demos......................................................................................................................................12
1. Crowd Counting Demo.....................................................................................................................12
2. Object Detection Demo ...................................................................................................................16
3. Face Recognition Demo ...................................................................................................................21
4. Speech Recognition Demo...............................................................................................................28
5. Basler Camera Demo .......................................................................................................................39
6. Face Recognition using Tensorflow Lite demo ................................................................................42
7. Object Recognition using Arm NN Demo ........................................................................................45
Troubleshooting...........................................................................................................................................51
HDMI................................................................................................................................................51
Camera.............................................................................................................................................51
ML Demos references..................................................................................................................................53
Figures
Figure 1: iMX8XML RD..............................................................................................................................5
Figure 2: Hardware Setup..........................................................................................................................6
Figure 3: SD card partitions overview after flashing firmware .............................................................8
Figure 4: Create New EXT4 partition.......................................................................................................9
Figure 5: SD card partition after creating new one..............................................................................10
Figure 6: Run Crowd Count Demo.........................................................................................................12
Figure 7: Crowd Count Pre-Captured Mode.........................................................................................15
Figure 8: Crowd Count Live Mode..........................................................................................................15
