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https://github.com/azaion/ai-training.git
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add scripts for orange pi install all libs and run inference using rknn model
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# System
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sudo apt update
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sudo apt upgrade
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sudo apt install -y wget git
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# Move/resize windows with Alt + mouse left/right
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gsettings set org.gnome.desktop.wm.preferences mouse-button-modifier '<Alt>'
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gsettings set org.gnome.desktop.wm.preferences resize-with-right-button true
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# Firefox
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sudo snap install firefox
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# Move top panel down
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sudo apt install -y libglib2.0-dev-bin libxml2-utils gettext gnome-shell-extension-manager
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git clone https://gitlab.gnome.org/jrahmatzadeh/just-perfection.git
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cd just-perfection
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./scripts/build.sh -i
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cd ..
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rm -rf just-perfection
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gnome-session-quit --force
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# Manually Open Extension Manager, Enter to Just Perfection extension
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# then Customize -> Panel Position
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# Signal
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sudo snap install signal-desktop
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# Install proper ssh key into your github acc, you should have an access
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# to this repo https://github.com/azaion/autopilot
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# ONNX runtime
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wget https://github.com/microsoft/onnxruntime/releases/download/v1.18.0/onnxruntime-linux-x64-1.18.0.tgz
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sudo tar xf onnxruntime-linux-x64-1.18.0.tgz -C /opt
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rm onnxruntime-linux-x64-1.18.0.tgz
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# ffmpeg & mediamtx
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sudo apt install -y ffmpeg
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wget https://github.com/bluenviron/mediamtx/releases/download/v1.9.1/mediamtx_v1.9.1_linux_arm64v8.tar.gz
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mkdir mediamtx
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tar xf mediamtx_v1.9.1_linux_arm64v8.tar.gz -C mediamtx
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rm mediamtx_v1.9.1_linux_arm64v8.tar.gz
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# autopilot's ai player's libs and tools
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sudo apt install -y qmake6
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sudo apt install -y libopencv-highgui-dev libopencv-video-dev libopencv-imgproc-dev libopencv-dev librga-dev libstb-dev libturbojpeg0-dev libqt6serialport6-dev
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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/
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echo 'export LD_LIBRARY_PATH=/usr/local/lib' >> ~/.bashrc
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source ~/.bashrc
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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
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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
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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
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# autopilot's ai player
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git clone https://github.com/azaion/autopilot
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cd ~/autopilot/misc/rtsp_ai_player
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mkdir build
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cd build
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# Modify ~/autopilot/misc/rtsp_ai_player/aiengineconfig.h and change 192.168.168.91 to IP address of RTSP source
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# only after that make a build:
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qmake6 CONFIG+=opi5 .. && make -j8
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# 1 terminal: run mediamtx as rtsp server
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cd ~/mediamtx
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./mediamtx
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# 2 terminal: run rtsp
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ffmpeg -re -stream_loop -1 -i ~/videos/ForAI.mp4 -c copy -f rtsp rtsp://localhost:8554/live.stream
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# 3 terminal: test and stop.
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ffplay -rtsp_transport tcp rtsp://localhost:8554/live.stream
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# 3 terminal: inference
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cd ~/autopilot/misc/rtsp_ai_player/build
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./rtsp_ai_player ~/azaion.rknn
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