How to Build RKNPU2 Deployment Environment

# Download and unzip rknpu2_device_install_1.4.0
wget https://bj.bcebos.com/fastdeploy/third_libs/rknpu2_device_install_1.4.0.zip
unzip rknpu2_device_install_1.4.0.zip

cd rknpu2_device_install_1.4.0
# For RK3588
sudo rknn_install_rk3588.sh
# For RK356X
sudo rknn_install_rk356X.sh

# Install necessary packages
sudo apt update -y
sudo apt install -y python3 
sudo apt install -y python3-dev 
sudo apt install -y python3-pip 
sudo apt install -y gcc
sudo apt install -y python3-opencv
sudo apt install -y python3-numpy
sudo apt install -y cmake

# download rknpu2
# For RK3588
git clone https://gitee.com/mirrors_rockchip-linux/rknpu2.git
sudo cp ./rknpu2/runtime/RK3588/Linux/librknn_api/aarch64/* /usr/lib
sudo cp ./rknpu2/runtime/RK3588/Linux/rknn_server/aarch64/usr/bin/* /usr/bin/

# For RK356X
git clone https://gitee.com/mirrors_rockchip-linux/rknpu2.git
sudo cp ./rknpu2/runtime/RK356X/Linux/librknn_api/aarch64/* /usr/lib
sudo cp ./rknpu2/runtime/RK356X/Linux/rknn_server/aarch64/usr/bin/* /usr/bin/

git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy
mkdir build && cd build

# Only a few key configurations are introduced here, see README.md for details.
# -DENABLE_ORT_BACKEND:     Whether to enable ONNX model, default OFF
# -DENABLE_RKNPU2_BACKEND:  Whether to enable RKNPU model, default OFF
# -RKNN2_TARGET_SOC:        Compile the SDK board model. Enter RK356X or RK3588 with case sensitive required.
cmake ..  -DENABLE_ORT_BACKEND=ON \
	      -DENABLE_RKNPU2_BACKEND=ON \
	      -DENABLE_VISION=ON \
	      -DRKNN2_TARGET_SOC=RK3588 \
          -DCMAKE_INSTALL_PREFIX=${PWD}/fastdeploy-0.0.3
make -j8
make install

git clone https://github.com/PaddlePaddle/FastDeploy.git
cd FastDeploy
cd python

export ENABLE_ORT_BACKEND=ON
export ENABLE_RKNPU2_BACKEND=ON
export ENABLE_VISION=ON
export RKNN2_TARGET_SOC=RK3588
python3 setup.py build
python3 setup.py bdist_wheel

cd dist

pip3 install fastdeploy_python-0.0.0-cp39-cp39-linux_aarch64.whl