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INSTALL.md

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Installation software (macOS)

  • detecting faces: detectron2
  • encoding faces: pyfacy
  • visualisation: UMAP
  • cluster: sklearn and HDBSCAN

general requirements

  • Xcode Command Line Tools
  • Homebrew
  • Python3
  • virtual environment
  • OpenCV

Xcode

xcode-select --install

Homebrew

/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)"

Python3

brew update
brew install [email protected] # 3.8 want 3.9 wordt nog niet door alle packages ondersteund.

brew link [email protected]

brew upgrade [email protected]

python3 --version

Virtual environment

pip3 install virtualenv virtualenvwrapper
echo "# Virtual Environment Wrapper" >> ~/.bash_profile
echo "VIRTUALENVWRAPPER_PYTHON=/usr/local/bin/python3" >> ~/.bash_profile
echo "source /usr/local/bin/virtualenvwrapper.sh" >> ~/.bash_profile
source ~/.bash_profile

OpenCV

  • create virtual environment: mkvirtualenv FAME -p python3

  • activate virtual environment: workon FAME

  • install python libraries: pip3 install numpy scipy matplotlib scikit-image scikit-learn ipython pandas

  • deactivate virtual environment: deactivate

  • install openCV: brew install opencv

  • configure python (check python version first):

    echo /usr/local/opt/opencv/lib/python3.8/site-packages >> usr/local/lib/python3.8/site-packages/opencv3.pth

  • link OpenCV with virtual environment (check python version):

    find /usr/local/opt/opencv3/lib/ -name cv2*.so`
cd ~/.virtualenvs/FAME/lib/python3.8/site-packages/
ln -s /usr/local/opt/opencv3/lib/python3.8/site-packages/cv2.cpython-36m-darwin.so cv2.so

  • test OpenCV:

    workon FAME
ipython
import cv2
print(cv2.__version__)

detectron2

Activate the virtual environment: workon FAME

requirements

  • pyyaml: pip3 install pyyaml==5.1
  • torch and torchvision: pip3 install torch torchvision
  • gcc and g++

installation

CC=clang XXX=clang++ pip3 install git+https://github.com/facebookresearch/detectron2.git

pyfacy

Activate the virtual environment: workon FAME

requirements

  • dlib: pip3 install dlib
  • pyfacy models: pip3 install pyfacy_dlib_models
  • imutils: pip3 install imutils
  • numpy: pip3 install numpy
  • scipy: pip3 install scipy
  • scikit-learn: pip3 install scikit-learn

installation

pip3 install pyfacy

fuzzywuzzy

pip3 install fuzzywuzzy

UMAP

Activate the virtual environment: workon FAME

pip3 install umap-learn

HDBSCAN

Activate the virtual environment: workon FAME

pip3 install --user hdbscan

other

Activate the virtual environment: workon FAME

pip3 install datashader
pip3 install bokeh
pip3 install holoviews
pip3 install python-Levenshtein