OpenVINO notes

# installation
# source - https://docs.openvinotoolkit.org/latest/_docs_install_guides_installing_openvino_linux.html
# source - https://docs.openvinotoolkit.org/latest/_docs_install_guides_installing_openvino_apt.html
# Add Key
wget -qO - https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS-2019.PUB | sudo apt-key add -
sudo bash -c 'echo "deb https://apt.repos.intel.com/openvino/2019/ all main" > /etc/apt/sources.list.d/intel-openvino-2019.list'
sudo apt update
# to-do: write a script to download latest version of openvino from apt-cache search result
sudo apt-cache search intel-openvino-dev-ubuntu18
sudo apt install intel-openvino-dev-ubuntu18-2019.3.376

## To initialize openVino env variables
source /opt/intel/openvino/bin/setupvars.sh

# Converting a caffee model
cd /opt/intel/openvino/deployment_tools/model_optimizer
python mo_caffee.py --input_model model.caffeemodel -o [output_dir]
# output dir will have a xml and bin file

# Using inference engine


# Downloading and using open models
cd /opt/intel/openvino/deployment_tools/open_model_zoo/tools/downloader
# print all available models
python downloader.py --print_all  
# download a specific model from above list
python downloader.py --name [name_of_model]


## Retraing Model
# Source - https://software.intel.com/en-us/articles/retrain