Xilinx KV260 - Vitis-AI 1.4 Face Detection

Download Vitis-ai 1.4 KV260 Image

To get started you can download the DPU configured KV260 image from here

Preparing SD Card

To prepare your sd card open DISK and "restore SD card" with your downloaded ".wic" image file.

Connect to the KV260

You can either use screen:

$ screen /dev/ttyUSB1 115200

or ssh which is what I will be using for the tutorial:

$ ssh root@<ipaddress>

Download Vitis-AI Runtime Libraries

Download using wget:

$ wget -O vitis-ai-runtime-1.4.0.tar.gz https://public.db.files.1drv.com/y4mjpl9YZ41ROOqTX9lUST-M4TkVaNhlr21LIFqAnHE-EV6odhoHIrhraMDnewblJipb9njNV_lzx2og_ysKGigSc6LXHWPmxI_25cetlYtaQKeCOrNGP663jm69WE8nXqAqxrhPVddhGY4cFGTFSL3IWnbOK7Uo7fhAmbIy52i1Bf3PHueihcmXwCTr_ql5bdf2CA8RvwA-cs7CpOGVLCF6ib0qpAGedSZ865qKR7y__0?access_token=EwAAA61DBAAU2kADSankulnKv2PwDjfenppNXFIAAXOnMxeLdBlEHwoMDolhCBBZJEY5Z9YNb6DuOxIVt0MLU8cO0DQPI1uaQUzqsyCVy7NDAt1Rl2YbMzfXc8vFcNjLCGFfeECnGmeL%2bud1NIPxlGDaqPt78HIKMX6EYMhr0i3JJavXc7C9b7F/pFzvSGppS302gwnZWubDto7G0zftl/sH8dOAdLsVO%2b2KPvNRj6jE6gba6C6s/%2b6EUrbjDFFV91dBoBnS6BLSbI1pSro4p7VrNUC2KS7Grm8JbrLODUFJGyugRv11fvnMdWOWxtDRHOx7mRcX8kolE8Z0NAV%2bLJ5meNYx8249rKf%2bzTj50tOu1azHyNsfOOkJ%2bmcdv10DZgAACFgC4zG/zP900AFTCP%2bU924SuRn1x4N9Z8NEfBFjXDwOL6QbLWNLaFgVMnVLx7EH8xe3CNxVdPFvav%2bS6vEs75jIjdOt1BUgmx9DngiTAwkyLtQRqdQcuUCY61GBmu5cM1qiMTgxhICc3K%2bk1CewFaAWyUX4X5bkX/DZZMiwBZrPNCJulC%2bF1QyVrS9pF/9Yld1fut%2b2I9EvkpCUrgQCFgfy8jx0q/wvvYGZaX5goZaTr8IAs0BNKpZ25r6voWvnrmI5RFS86tSBnzldpxbwyRq4hluxmdpqFNCXkabwxeqmYeVzKmwPZct3NY8Ib7G7ypnN2ZnhKaNsG5cG3gBAv8gyFbPq2wU3qaz1DJPKdVrp38T08XOJ9E1nf6NWCj8QeFBFB2w1FTBd2EpmZurzuYkuMC4ZOlmApPvFB3Md7dyFiSkR39KZ9DEGgzxV20SBCOtEecQCuZ%2bzjmRggeKiY5C9i6E86adUvFn4mwFV5tp3Aqnh3Yjk8c2uOTYqzebtHe3lZvdHAPTvf9HwsE5uFiYOT6Cnog5ZHwaideaSlkSG5jllkxazILJGG5aOU2sQkuW80g/88GiWkIS9Kf%2bCjqwfh1kQFqTLiqg5K3eRy1RZ%2bJjRbbp7WDD6VRAC

or download from here and scp to the board

Decompress and apply library files

$ tar -xzvf vitis-ai-runtime-1.4.x.tar.gz
$ cd /vitis-ai-runtime-1.4.0/2020.2/aarch64/centos/setup.sh
$ bash setup.sh

Download Densebox Model and copy to models folder

wget -O densebox_320_320-zcu102_zcu104_kv260-r1.4.0.tar.gz https://www.xilinx.com/bin/public/openDownload?filename=densebox_320_320-zcu102_zcu104_kv260-r1.4.0.tar.gz
tar -xzvf densebox_320_320-zcu102_zcu104_kv260-r1.4.0.tar.gz
cp densebox_320_320 /usr/share/vitis_ai_library/models -r

Clone Webcam script

git clone https://github.com/JackBonnellDevelopment/Hack_face_detect

Run Script

cd Hack_face_detect
./build
./faceTracking

Result