Tag Archives: raspberry

OpenVINO on Raspberry

OpenVINO is the short term for Open Visual Inference and Neural network Optimization toolkit. There is a port to the Raspberry platform running Rasbian OS.
openvino

To setup on a Raspberry Pi, download the latest zip from OpenVINO, and run the commands below.

sudo tar -xf l_openvino_toolkit_runtime_raspbian_p_2019.2.242.tgz --strip 1 -C /opt/intel/openvino
sudo apt install cmake
source /opt/intel/openvino/bin/setupvars.sh
echo "source /opt/intel/openvino/bin/setupvars.sh" >> ~/.bashrc
sudo usermod -a -G users "$(whoami)"
sh /opt/intel/openvino/install_dependencies/install_NCS_udev_rules.sh
mkdir build && cd build
cmake -DCMAKE_BUILD_TYPE=Release -DCMAKE_CXX_FLAGS="-march=armv7-a" /opt/intel/openvino/deployment_tools/inference_engine/samples
make -j2 object_detection_sample_ssd

 

Once the installation completed, download the pre-built model for facial recognition. The following test will return an output image with the face detected using an input image.

wget --no-check-certificate https://download.01.org/opencv/2019/open_model_zoo/R1/models_bin/face-detection-adas-0001/FP16/face-detection-adas-0001.bin
wget --no-check-certificate https://download.01.org/opencv/2019/open_model_zoo/R1/models_bin/face-detection-adas-0001/FP16/face-detection-adas-0001.xml

./armv7l/Release/object_detection_sample_ssd -m face-detection-adas-0001.xml -d MYRIAD -i barack-obama-12782369-1-402.jpg 

raspi-movidius3

 

 

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Movidius compute stick on Raspberry Pi

The Movidius compute stick is supported on the Raspberry Pi 3 Model B platform. This is almost like a dream deployment for low power consumption applications. The overall dimension of Movidius with Raspi in their original configuration might not fit into some commonly available IP56 waterproof enclosures but with some ultra short extension cables and converters, packing them insides and even with a lithium battery pack should be easy.

raspimovidius