AIMLinux/AddOn/Edge AI
Contents
Applications
Face Recognition
FaceView
Advantech FaceView application powered by CyberLink's FaceMe®, an industry-leading facial recognition engine, Advantech’s FaceView application provides precise and scalable real-time facial recognition for various AIoT applications in the retail, hospitality, and public safety fields.
Supported Platforms
- nVidia TX2: EPC-R7000
Installation
0. Before we start for FaceView, please make sure SDK components are installed well on your TX2 device.
1. Get the program file by contact with Advantech, e.g.FaceView_1.0.2.0522_aarch64.zip
2. Put the ZIP file into your device and unzip it.
$ unzip FaceView_1.0.2.0522_aarch64.zip Archive: FaceView_1.0.2.0522_aarch64.zip inflating: FaceView_1.0.2.0522_aarch64.deb inflating: install_faceview_dep.sh
3. Run the script to install dependency packages.
$ chmod +x install_faceview_dep.sh $ ./install_faceview_dep.sh
4. To install FaceView DEB, you can type the commands, or double-click DEB file.
$ sudo dpkg -i FaceView_1.0.2.0522_aarch64.deb
-OR-
5. Once it's done, you can find the FaceView
application in /usr/local/FaceView/
folder.
Setup Camera
We support two kinds of camera on EPC-R7000. One is USB webcam and the other is IP camera.
[USB Webcam]
It's easy to setup webcam by connecting USB with TX2 device.
The two camera products below are verified, but it's OK to use other products which support 1920x1080 or 1280x720 resolution.
- Microsoft LifeCam HD-3000
- Logitech BRIO V-U0040
[IP Camera]
EPC-R7000 supports PoE function, so you can run FaceView with IP camera for more flexible camera configurations.
The IP camera below is verified. We will take it as an example to set up.
- Vivotek_IB9360H
To set up IP camera for FaceView, we have to route RTSP streaming to video device.
1. Connect IP camera with TX2 device via Ethernet cable.
2. Assign corresponding IP address for the PoE port, e.g. 169.254.111.1/16.
3. Install V4L2Loopback utility & drivers.
$ sudo apt-get install v4l2loopback-utils
4. Route RTSP streaming to video device.
$ sudo modprobe v4l2loopback $ export RTSP_PATH="rtsp://viewer:inventec2017@169.254.6.42:5554/live.sdp" $ gst-launch-1.0 rtspsrc location="$RTSP_PATH" latency=300 ! rtph264depay ! h264parse ! omxh264dec ! videoconvert ! tee ! v4l2sink device=/dev/video0
5. You can verify with this command.
$ gst-launch-1.0 v4l2src device=/dev/video0 ! queue ! decodebin ! videoconvert ! xvimagesink
Run Application
To execute FaceView application, navigate to /usr/local/FaceView/
folder and double-click FaceView
icon, or run the application by command mode.
$ cd /usr/local/FaceView/ $ ./FaceView
Then, you will be asked to input license key. Note: Please make sure your network connection is OK to activate the license successfully.
If the key is valid, you are able to see camera preview screen from the application.
For details of operations, please refer to the FaceView user guide.
Set Up Build Environment
Traffic Analysis
IVS
Supported Platforms
- nVidia TX2: EPC-R7000