Xilinx KV260 - Vitis-AI 1.4 Cattle Tracking

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

Connect to the KV260

You can either use screen:

$ screen /dev/ttyUSB1 115200

$ screen /dev/ttyUSB1 115200

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

$ ssh root@<ipaddress>

$ 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

$ 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 ssd_resnet_50_fpn_coco_tf and copy to models folder

$ wget -O ssd_resnet_50_fpn_coco_tf https://www.xilinx.com/bin/public/openDownload?filename=ssd_resnet_50_fpn_coco_tf-zcu102_zcu104_kv260-r1.4.1.tar.gz
$ tar -xzvf ssd_resnet_50_fpn_coco_tf.tar.gz
$ cp ssd_resnet_50_fpn_coco_tf /usr/share/vitis_ai_library/models -r

Clone Cattle Tracking

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

Run Script

cd Cattle_Tracking
./build.sh
./Cattle_Tracking_Test

Result