Intel® Neural Compute Stick 2 - 環境搭建
Step 1: Gather Your Equipment
Before you start, make sure you have the following:
- An x86_64 computer with the Ubuntu* 16.04 operating system (desktop edition) installed
- Intel® Neural Compute Stick (Intel® NCS) 2
- An internet connection to download and install the Intel® Distribution of OpenVINO™ toolkit
Step 2: Install the Toolkit
Download the Intel® Distribution of OpenVINO™ toolkit, and then return to this page.
https://software.seek.intel.com/openvino-toolkit
Intel® Distribution of OpenVINO™ toolkit - 2018
Serial number : CWFJ-SF9JVP8N
Save this serial number. You may need it to activate your product in the installer.
For your reference, you will receive an email that includes your serial number and download instructions.
Download the Intel® Distribution of OpenVINO™ toolkit
https://blog.csdn.net/chengyq116/article/details/84308180
Run these commands in a terminal window to extract the downloaded tarball, install dependencies, and then install the toolkit:
cd ~/Downloads
tar xvf l_openvino_toolkit_<VERSION>.tgz
cd l_openvino_toolkit_<VERSION>
./install_cv_sdk_dependencies.sh
./install_GUI.sh
Follow the on-screen instructions to continue the installation process. When done, return to this page.
On the Installation Summary page, select Customize to choose your installation options. Select the image on the right to view the recommended options for the Intel® Neural Compute Stick 2.
strong@foreverstrong:~$ cd ~/Downloads/
strong@foreverstrong:~/Downloads$ ll
total 1412052
drwxr-xr-x 2 strong strong 4096 11月 20 09:05 ./
drwxr-xr-x 18 strong strong 4096 11月 20 08:48 ../
-rwxrwxrwx 1 strong strong 1445927668 11月 19 22:40 l_openvino_toolkit_p_2018.4.420.tgz*
strong@foreverstrong:~/Downloads$
strong@foreverstrong:~/Downloads$ tar xvf l_openvino_toolkit_p_2018.4.420.tgz
......
strong@foreverstrong:~/Downloads$
strong@foreverstrong:~/Downloads$ cd l_openvino_toolkit_p_2018.4.420/
strong@foreverstrong:~/Downloads/l_openvino_toolkit_p_2018.4.420$ ll
total 100
drwxr-xr-x 4 strong strong 4096 11月 10 03:11 ./
drwxr-xr-x 3 strong strong 4096 11月 20 09:06 ../
-rw-r--r-- 1 strong strong 42983 11月 9 23:21 EULA.txt
-rwxr-xr-x 1 strong strong 4547 11月 9 23:21 install_cv_sdk_dependencies.sh*
-rwxr-xr-x 1 strong strong 643 11月 10 03:10 install_GUI.sh*
-rwxr-xr-x 1 strong strong 19118 11月 10 03:10 install.sh*
drwxr-xr-x 6 strong strong 4096 11月 10 03:11 pset/
-rwxr-x--- 1 strong strong 975 11月 10 02:14 PUBLIC_KEY.PUB*
drwxr-xr-x 2 strong strong 4096 11月 10 03:11 rpm/
-rw-r--r-- 1 strong strong 2285 11月 10 03:10 silent.cfg
strong@foreverstrong:~/Downloads/l_openvino_toolkit_p_2018.4.420$ ./install_cv_sdk_dependencies.sh
ERROR: this script must be run as root to install 3rd party packages.
Please try again with sudo -E ./install_cv_sdk_dependencies.sh, or as root.
strong@foreverstrong:~/Downloads/l_openvino_toolkit_p_2018.4.420$
strong@foreverstrong:~/Downloads/l_openvino_toolkit_p_2018.4.420$ sudo ./install_cv_sdk_dependencies.sh
[sudo] password for strong:
This script installs the following OpenVINO 3rd-party dependencies:
1. FFmpeg and GStreamer libraries required for OpenCV and Inference Engine
2. libusb library required for Myriad plugin for Inference Engine
3. build dependencies for OpenVINO samples
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autotools-dev cmake-data debhelper dh-strip-nondeterminism gir1.2-gtk-2.0 libatk1.0-dev libavutil-dev libcairo-script-interpreter2
libexpat1-dev libfile-stripnondeterminism-perl libfontconfig1-dev libfreetype6-dev libgdk-pixbuf2.0-dev libharfbuzz-dev
libharfbuzz-gobject0 libice-dev libjsoncpp1 libmail-sendmail-perl libpcre3-dev libpcre32-3 libpcrecpp0v5 libpixman-1-dev
libpthread-stubs0-dev libset-scalar-perl libsm-dev libswresample-dev libsys-hostname-long-perl libusb-1.0-doc libva-drm1 libva-egl1
libva-glx1 libva-tpi1 libva-wayland1 libva-x11-1 libwayland-bin libwayland-dev libx11-dev libx11-doc libxau-dev libxcb-render0-dev
libxcb-shm0-dev libxcb1-dev libxcomposite-dev libxcursor-dev libxdamage-dev libxdmcp-dev libxext-dev libxfixes-dev libxft-dev libxi-dev
libxinerama-dev libxml2-utils libxrandr-dev libxrender-dev po-debconf x11proto-composite-dev x11proto-core-dev x11proto-damage-dev
x11proto-fixes-dev x11proto-input-dev x11proto-kb-dev x11proto-randr-dev x11proto-render-dev x11proto-xext-dev x11proto-xinerama-dev
xorg-sgml-doctools xtrans-dev zlib1g-dev
Suggested packages:
codeblocks eclipse ninja-build dh-make libcairo2-doc libglib2.0-doc libgtk2.0-doc libice-doc libpango1.0-doc libsm-doc libxcb-doc
libxext-doc libmail-box-perl
The following NEW packages will be installed:
autotools-dev cmake cmake-data debhelper dh-strip-nondeterminism gir1.2-gtk-2.0 libatk1.0-dev libavcodec-dev libavformat-dev libavutil-dev
libcairo-script-interpreter2 libcairo2-dev libdrm-dev libexpat1-dev libfile-stripnondeterminism-perl libfontconfig1-dev libfreetype6-dev
libgdk-pixbuf2.0-dev libglib2.0-dev libgtk2.0-dev libharfbuzz-dev libharfbuzz-gobject0 libice-dev libjsoncpp1 libmail-sendmail-perl
libpango1.0-dev libpcre3-dev libpcre32-3 libpcrecpp0v5 libpixman-1-dev libpng12-dev libpthread-stubs0-dev libset-scalar-perl libsm-dev
libswresample-dev libswscale-dev libsys-hostname-long-perl libusb-1.0-0-dev libusb-1.0-doc libva-dev libva-drm1 libva-egl1 libva-glx1
libva-tpi1 libva-wayland1 libva-x11-1 libwayland-bin libwayland-dev libx11-dev libx11-doc libxau-dev libxcb-render0-dev libxcb-shm0-dev
libxcb1-dev libxcomposite-dev libxcursor-dev libxdamage-dev libxdmcp-dev libxext-dev libxfixes-dev libxft-dev libxi-dev libxinerama-dev
libxml2-utils libxrandr-dev libxrender-dev po-debconf x11proto-composite-dev x11proto-core-dev x11proto-damage-dev x11proto-fixes-dev
x11proto-input-dev x11proto-kb-dev x11proto-randr-dev x11proto-render-dev x11proto-xext-dev x11proto-xinerama-dev xorg-sgml-doctools
xtrans-dev zlib1g-dev
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strong@foreverstrong:~/Downloads/l_openvino_toolkit_p_2018.4.420$ ./install_GUI.sh
Non root installation
strong@foreverstrong:~/Downloads/l_openvino_toolkit_p_2018.4.420$ sudo ./install_GUI.sh
strong@foreverstrong:~/Downloads/l_openvino_toolkit_p_2018.4.420$ ll
total 100
drwxr-xr-x 4 strong strong 4096 11月 10 03:11 ./
drwxr-xr-x 3 strong strong 4096 11月 20 09:06 ../
-rw-r--r-- 1 strong strong 42983 11月 9 23:21 EULA.txt
-rwxr-xr-x 1 strong strong 4547 11月 9 23:21 install_cv_sdk_dependencies.sh*
-rwxr-xr-x 1 strong strong 643 11月 10 03:10 install_GUI.sh*
-rwxr-xr-x 1 strong strong 19118 11月 10 03:10 install.sh*
drwxr-xr-x 6 strong strong 4096 11月 10 03:11 pset/
-rwxr-x--- 1 strong strong 975 11月 10 02:14 PUBLIC_KEY.PUB*
drwxr-xr-x 2 strong strong 4096 11月 10 03:11 rpm/
-rw-r--r-- 1 strong strong 2285 11月 10 03:10 silent.cfg
strong@foreverstrong:~/Downloads/l_openvino_toolkit_p_2018.4.420$
License Agreement
Intel® Distribution of OpenVINO™ toolkit 2018 R4 for Linux*
Prerequisites
Options 1
Options 2
Options 3
Complete
strong@foreverstrong:~$ cd /opt/
strong@foreverstrong:/opt$ ll
total 12
drwxr-xr-x 3 root root 4096 11月 20 09:17 ./
drwxr-xr-x 26 root root 4096 11月 20 09:17 ../
drwxr-xr-x 7 root root 4096 11月 20 09:17 intel/
strong@foreverstrong:/opt$ cd intel/
strong@foreverstrong:/opt/intel$ ll
total 28
drwxr-xr-x 7 root root 4096 11月 20 09:17 ./
drwxr-xr-x 3 root root 4096 11月 20 09:17 ../
drwxr-xr-x 3 root root 4096 11月 20 09:17 common/
lrwxrwxrwx 1 root root 42 11月 20 09:17 computer_vision_sdk -> /opt/intel//computer_vision_sdk_2018.4.420/
drwxr-xr-x 11 root root 4096 11月 20 09:17 computer_vision_sdk_2018.4.420/
lrwxrwxrwx 1 root root 41 11月 20 09:17 intel_sdp_products.db -> /opt/intel/.pset/db/intel_sdp_products.db
drwxr-xr-x 9 root root 4096 11月 20 09:17 mediasdk/
drwxr-xr-x 6 root root 4096 11月 20 09:17 .pset/
drwxr-xr-x 2 root root 4096 11月 20 09:17 .scripts/
strong@foreverstrong:/opt/intel$
Step 3: Configure the Neural Compute Stick USB Driver
Update udev rules1 so that the toolkit can communicate with your neural compute stick. To do this, run the following commands in a terminal window:
cd ~/Downloads
The below code block (starting with cat) is one single command. Enter the entire block of code into your terminal window. This creates a file named 97-usbboot.rules inside ~/Downloads.
cat <<EOF > 97-usbboot.rules
SUBSYSTEM=="usb", ATTRS{idProduct}=="2150", ATTRS{idVendor}=="03e7", GROUP="users", MODE="0666", ENV{ID_MM_DEVICE_IGNORE}="1"
SUBSYSTEM=="usb", ATTRS{idProduct}=="2485", ATTRS{idVendor}=="03e7", GROUP="users", MODE="0666", ENV{ID_MM_DEVICE_IGNORE}="1"
SUBSYSTEM=="usb", ATTRS{idProduct}=="f63b", ATTRS{idVendor}=="03e7", GROUP="users", MODE="0666", ENV{ID_MM_DEVICE_IGNORE}="1"
EOF
sudo cp 97-usbboot.rules /etc/udev/rules.d/
sudo udevadm control --reload-rules
sudo udevadm trigger
sudo ldconfig
rm 97-usbboot.rules
strong@foreverstrong:~$ cd Downloads/
strong@foreverstrong:~/Downloads$ cat <<EOF > 97-usbboot.rules
> SUBSYSTEM=="usb", ATTRS{idProduct}=="2150", ATTRS{idVendor}=="03e7", GROUP="users", MODE="0666", ENV{ID_MM_DEVICE_IGNORE}="1"
> SUBSYSTEM=="usb", ATTRS{idProduct}=="2485", ATTRS{idVendor}=="03e7", GROUP="users", MODE="0666", ENV{ID_MM_DEVICE_IGNORE}="1"
> SUBSYSTEM=="usb", ATTRS{idProduct}=="f63b", ATTRS{idVendor}=="03e7", GROUP="users", MODE="0666", ENV{ID_MM_DEVICE_IGNORE}="1"
> EOF
strong@foreverstrong:~/Downloads$ ll
total 1412060
drwxr-xr-x 3 strong strong 4096 11月 20 20:39 ./
drwxr-xr-x 19 strong strong 4096 11月 20 09:14 ../
-rw-rw-r-- 1 strong strong 378 11月 20 20:39 97-usbboot.rules
drwxr-xr-x 4 strong strong 4096 11月 10 03:11 l_openvino_toolkit_p_2018.4.420/
-rwxrwxrwx 1 strong strong 1445927668 11月 19 22:40 l_openvino_toolkit_p_2018.4.420.tgz*
strong@foreverstrong:~/Downloads$ sudo cp 97-usbboot.rules /etc/udev/rules.d/
[sudo] password for strong:
strong@foreverstrong:~/Downloads$
strong@foreverstrong:~/Downloads$ sudo udevadm control --reload-rules
strong@foreverstrong:~/Downloads$
strong@foreverstrong:~/Downloads$ sudo udevadm trigger
strong@foreverstrong:~/Downloads$
strong@foreverstrong:~/Downloads$ sudo ldconfig
/sbin/ldconfig.real: /opt/intel/common/mdf/lib64/igfxcmrt64.so is not a symbolic link
/sbin/ldconfig.real: /opt/intel/mediasdk/lib64/libva-x11.so.2 is not a symbolic link
/sbin/ldconfig.real: /opt/intel/mediasdk/lib64/libva-drm.so.2 is not a symbolic link
/sbin/ldconfig.real: /opt/intel/mediasdk/lib64/libva.so.2 is not a symbolic link
/sbin/ldconfig.real: /opt/intel/mediasdk/lib64/libmfxhw64.so.1 is not a symbolic link
/sbin/ldconfig.real: /opt/intel/mediasdk/lib64/libmfx.so.1 is not a symbolic link
/sbin/ldconfig.real: /opt/intel/mediasdk/lib64/libva-glx.so.2 is not a symbolic link
/sbin/ldconfig.real: /opt/intel/mediasdk/lib64/libigdgmm.so.1 is not a symbolic link
strong@foreverstrong:~/Downloads$
strong@foreverstrong:~/Downloads$ rm 97-usbboot.rules
strong@foreverstrong:~/Downloads$
Step 4: Test the Installation
Plug the neural compute stick into the USB port on your computer, and then run the following commands in a new terminal window:
When you run these examples for the first time, it might take a while because the scripts are installing software dependencies and compiling all the sample codes.
Select the image on the right to see the expected results.
Image Classification Example
cd ~/intel/computer_vision_sdk/deployment_tools/model_optimizer/install_prerequisites/
./install_prerequisites.sh
cd ~/intel/computer_vision_sdk/deployment_tools/demo
./demo_squeezenet_download_convert_run.sh -d MYRIAD
strong@foreverstrong:~$ cd /opt/intel/computer_vision_sdk/deployment_tools/model_optimizer/install_prerequisites/
strong@foreverstrong:/opt/intel/computer_vision_sdk/deployment_tools/model_optimizer/install_prerequisites$ ll
total 32
drwxr-xr-x 2 root root 4096 11月 20 09:17 ./
drwxr-xr-x 6 root root 4096 11月 20 09:17 ../
-rwxr-xr-x 1 root root 638 11月 20 09:17 install_prerequisites_caffe.sh*
-rwxr-xr-x 1 root root 638 11月 20 09:17 install_prerequisites_kaldi.sh*
-rwxr-xr-x 1 root root 638 11月 20 09:17 install_prerequisites_mxnet.sh*
-rwxr-xr-x 1 root root 636 11月 20 09:17 install_prerequisites_onnx.sh*
-rwxr-xr-x 1 root root 2852 11月 20 09:17 install_prerequisites.sh*
-rwxr-xr-x 1 root root 635 11月 20 09:17 install_prerequisites_tf.sh*
strong@foreverstrong:/opt/intel/computer_vision_sdk/deployment_tools/model_optimizer/install_prerequisites$ ./install_prerequisites.sh
[sudo] password for strong:
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Fetched 4,895 kB in 8s (602 kB/s)
Reading package lists... Done
Building dependency tree
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23 packages can be upgraded. Run 'apt list --upgradable' to see them.
Reading package lists... Done
Building dependency tree
Reading state information... Done
The following package was automatically installed and is no longer required:
libllvm4.0
Use 'sudo apt autoremove' to remove it.
The following additional packages will be installed:
libpython3-dev libpython3.5-dev python-pip-whl python3-dev python3-setuptools python3-wheel python3.5-dev python3.5-venv
Suggested packages:
python-setuptools-doc
The following NEW packages will be installed:
libgfortran3 libpython3-dev libpython3.5-dev python-pip-whl python3-dev python3-pip python3-setuptools python3-venv python3-wheel python3.5-dev python3.5-venv
0 upgraded, 11 newly installed, 0 to remove and 23 not upgraded.
Need to get 39.4 MB of archives.
After this operation, 57.8 MB of additional disk space will be used.
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Processing triggers for libc-bin (2.23-0ubuntu10) ...
/sbin/ldconfig.real: /opt/intel/common/mdf/lib64/igfxcmrt64.so is not a symbolic link
/sbin/ldconfig.real: /opt/intel/mediasdk/lib64/libva-x11.so.2 is not a symbolic link
/sbin/ldconfig.real: /opt/intel/mediasdk/lib64/libva-drm.so.2 is not a symbolic link
/sbin/ldconfig.real: /opt/intel/mediasdk/lib64/libva.so.2 is not a symbolic link
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/sbin/ldconfig.real: /opt/intel/mediasdk/lib64/libmfx.so.1 is not a symbolic link
/sbin/ldconfig.real: /opt/intel/mediasdk/lib64/libva-glx.so.2 is not a symbolic link
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/sbin/ldconfig.real: /opt/intel/common/mdf/lib64/igfxcmrt64.so is not a symbolic link
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/sbin/ldconfig.real: /opt/intel/mediasdk/lib64/libva.so.2 is not a symbolic link
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/sbin/ldconfig.real: /opt/intel/mediasdk/lib64/libva-glx.so.2 is not a symbolic link
/sbin/ldconfig.real: /opt/intel/mediasdk/lib64/libigdgmm.so.1 is not a symbolic link
The directory '/home/strong/.cache/pip/http' or its parent directory is not owned by the current user and the cache has been disabled. Please check the permissions and owner of that directory. If executing pip with sudo, you may want sudo's -H flag.
The directory '/home/strong/.cache/pip' or its parent directory is not owned by the current user and caching wheels has been disabled. check the permissions and owner of that directory. If executing pip with sudo, you may want sudo's -H flag.
Collecting tensorflow==1.9.0 (from -r /opt/intel/computer_vision_sdk/deployment_tools/model_optimizer/install_prerequisites/../requirements.txt (line 1))
Downloading https://files.pythonhosted.org/packages/fd/f7/934f351b5d814a0c883b7cbc9ce9cb6244d387f8bf065ddb28301f1488da/tensorflow-1.9.0-cp35-cp35m-manylinux1_x86_64.whl (51.1MB)
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Collecting mxnet==1.0.0 (from -r /opt/intel/computer_vision_sdk/deployment_tools/model_optimizer/install_prerequisites/../requirements.txt (line 2))
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Collecting networkx>=1.11 (from -r /opt/intel/computer_vision_sdk/deployment_tools/model_optimizer/install_prerequisites/../requirements.txt (line 3))
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Collecting numpy>=1.12.0 (from -r /opt/intel/computer_vision_sdk/deployment_tools/model_optimizer/install_prerequisites/../requirements.txt (line 4))
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Collecting protobuf==3.5.1 (from -r /opt/intel/computer_vision_sdk/deployment_tools/model_optimizer/install_prerequisites/../requirements.txt (line 5))
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Collecting onnx>=1.1.2 (from -r /opt/intel/computer_vision_sdk/deployment_tools/model_optimizer/install_prerequisites/../requirements.txt (line 6))
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Collecting grpcio>=1.8.6 (from tensorflow==1.9.0->-r /opt/intel/computer_vision_sdk/deployment_tools/model_optimizer/install_prerequisites/../requirements.txt (line 1))
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Requirement already satisfied (use --upgrade to upgrade): setuptools<=39.1.0 in /usr/lib/python3/dist-packages (from tensorflow==1.9.0->-r /opt/intel/computer_vision_sdk/deployment_tools/model_optimizer/install_prerequisites/../requirements.txt (line 1))
Requirement already satisfied (use --upgrade to upgrade): wheel>=0.26 in /usr/lib/python3/dist-packages (from tensorflow==1.9.0->-r /opt/intel/computer_vision_sdk/deployment_tools/model_optimizer/install_prerequisites/../requirements.txt (line 1))
Collecting gast>=0.2.0 (from tensorflow==1.9.0->-r /opt/intel/computer_vision_sdk/deployment_tools/model_optimizer/install_prerequisites/../requirements.txt (line 1))
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Collecting typing>=3.6.4 (from onnx>=1.1.2->-r /opt/intel/computer_vision_sdk/deployment_tools/model_optimizer/install_prerequisites/../requirements.txt (line 6))
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Collecting werkzeug>=0.11.10 (from tensorboard<1.10.0,>=1.9.0->tensorflow==1.9.0->-r /opt/intel/computer_vision_sdk/deployment_tools/model_optimizer/install_prerequisites/../requirements.txt (line 1))
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Collecting markdown>=2.6.8 (from tensorboard<1.10.0,>=1.9.0->tensorflow==1.9.0->-r /opt/intel/computer_vision_sdk/deployment_tools/model_optimizer/install_prerequisites/../requirements.txt (line 1))
Downloading https://files.pythonhosted.org/packages/7a/6b/5600647404ba15545ec37d2f7f58844d690baf2f81f3a60b862e48f29287/Markdown-3.0.1-py2.py3-none-any.whl (89kB)
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Installing collected packages: absl-py, numpy, grpcio, werkzeug, protobuf, markdown, tensorboard, astor, gast, termcolor, tensorflow, graphviz, mxnet, decorator, networkx, typing, typing-extensions, onnx
Running setup.py install for absl-py ... done
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Running setup.py install for networkx ... done
Successfully installed absl-py-0.6.1 astor-0.7.1 decorator-4.3.0 gast-0.2.0 graphviz-0.10.1 grpcio-1.16.1 markdown-3.0.1 mxnet-1.0.0 networkx-2.2 numpy-1.15.4 onnx-1.3.0 protobuf-3.5.1 tensorboard-1.9.0 tensorflow-1.9.0 termcolor-1.1.0 typing-3.6.6 typing-extensions-3.6.6 werkzeug-0.14.1
You are using pip version 8.1.1, however version 18.1 is available.
You should consider upgrading via the 'pip install --upgrade pip' command.
[WARNING] All Model Optimizer dependencies are installed globally.
[WARNING] If you want to keep Model Optimizer in separate sandbox
[WARNING] run install_prerequisites.sh venv {caffe|tf|mxnet|kaldi|onnx}
strong@foreverstrong:/opt/intel/computer_vision_sdk/deployment_tools/model_optimizer/install_prerequisites$
Congratulations, you have successfully set up a development environment for the Intel® Neural Compute Stick 2.