azaion/ai-training
1
0
Fork 0
mirror of https://github.com/azaion/ai-training.git synced 2026-04-23 00:36:36 +00:00
Code Issues Packages Projects Releases Wiki Activity

add scripts for orange pi install all libs and run inference using rknn model

Browse Source
This commit is contained in:
Alex Bezdieniezhnykh
2024-10-04 00:14:46 +03:00
parent d09e16b5a7
commit b23d1639ae
4 changed files with 77 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files
orangepi5/02 install-inference.sh
+38
View File
@@ -0,0 +1,38 @@
# Install proper ssh key into your github acc, you should have an access
# to this repo https://github.com/azaion/autopilot
# ONNX runtime
wget https://github.com/microsoft/onnxruntime/releases/download/v1.18.0/onnxruntime-linux-x64-1.18.0.tgz
sudo tar xf onnxruntime-linux-x64-1.18.0.tgz -C /opt
rm onnxruntime-linux-x64-1.18.0.tgz
# ffmpeg & mediamtx
sudo apt install -y ffmpeg
wget https://github.com/bluenviron/mediamtx/releases/download/v1.9.1/mediamtx_v1.9.1_linux_arm64v8.tar.gz
mkdir mediamtx
tar xf mediamtx_v1.9.1_linux_arm64v8.tar.gz -C mediamtx
rm mediamtx_v1.9.1_linux_arm64v8.tar.gz
# autopilot's ai player's libs and tools
sudo apt install -y qmake6
sudo apt install -y libopencv-highgui-dev libopencv-video-dev libopencv-imgproc-dev libopencv-dev librga-dev libstb-dev libturbojpeg0-dev libqt6serialport6-dev
sudo wget https://github.com/rockchip-linux/rknn-toolkit2/raw/refs/heads/master/rknpu2/runtime/Linux/librknn_api/aarch64/librknnrt.so -P /usr/local/lib/
echo 'export LD_LIBRARY_PATH=/usr/local/lib' >> ~/.bashrc
source ~/.bashrc
sudo wget https://raw.githubusercontent.com/rockchip-linux/rknn-toolkit2/refs/heads/master/rknpu2/runtime/Linux/librknn_api/include/rknn_api.h -P /usr/local/include
sudo wget https://raw.githubusercontent.com/rockchip-linux/rknn-toolkit2/refs/heads/master/rknpu2/runtime/Linux/librknn_api/include/rknn_custom_op.h -P /usr/local/include
sudo wget https://raw.githubusercontent.com/rockchip-linux/rknn-toolkit2/refs/heads/master/rknpu2/runtime/Linux/librknn_api/include/rknn_matmul_api.h -P /usr/local/include
# autopilot's ai player
git clone https://github.com/azaion/autopilot
cd ~/autopilot/misc/rtsp_ai_player
mkdir build
cd build
# Modify ~/autopilot/misc/rtsp_ai_player/aiengineconfig.h and change 192.168.168.91 to IP address of RTSP source
# only after that make a build:
qmake6 CONFIG+=opi5 .. && make -j8