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Showing content from https://github.com/ageitgey/face_recognition/issues/357 below:

Freeze your script with Pyinstaller · Issue #357 · ageitgey/face_recognition · GitHub

Hi,
You might want to freeze your script into a standalone executable to run on any system without the need of installing python or face_recognition and maybe you want to create a demo for your application and want to give it to someone else without giving your source code. Here is a simple tutorial to do that. I tested this method with python3.6 on Windows 10, but I think you can get it working on Linux with a similar method.

1. Make sure you have correctly installed both face_recognition and dlib and you see no error when importing them into your script.
2. Make sure your script works fine, and all its dependencies are right next to it, and you can run it fine with python yourscript.py.
3. Install Pyinstaller with pip:
   pip install pyinstaller
4. Create a new directory and move your python script and all dependencies into it. I call it myproject and myscript.py
5. Copy face_recognition_models and scipy-extra-dll from your python installed directory to your project directory.
6. Create an empty file called <yourscriptname>.spec like myscript.spec next to your python script.
7. Use below Pyinstaller spec file sample and edit some parts according to your needs: (I mark it with <> tag)

# -*- mode: python -*-

block_cipher = None

face_models = [
('.\\face_recognition_models\\models\\dlib_face_recognition_resnet_model_v1.dat', './face_recognition_models/models'),
('.\\face_recognition_models\\models\\mmod_human_face_detector.dat', './face_recognition_models/models'),
('.\\face_recognition_models\\models\\shape_predictor_5_face_landmarks.dat', './face_recognition_models/models'),
('.\\face_recognition_models\\models\\shape_predictor_68_face_landmarks.dat', './face_recognition_models/models'),
]

a = Analysis(['<your python script name.py>'],
             pathex=['<path to working directory>'],
             binaries=face_models,
             datas=[],
             hiddenimports=['scipy._lib.messagestream', 'scipy', 'scipy.signal', 'scipy.signal.bsplines', 'scipy.special', 'scipy.special._ufuncs_cxx',
                            'scipy.linalg.cython_blas',
                            'scipy.linalg.cython_lapack',
                            'scipy.integrate',
                            'scipy.integrate.quadrature',
                            'scipy.integrate.odepack',
                            'scipy.integrate._odepack',
                            'scipy.integrate.quadpack',
                            'scipy.integrate._quadpack',
                            'scipy.integrate._ode',
                            'scipy.integrate.vode',
                            'scipy.integrate._dop', 'scipy._lib', 'scipy._build_utils','scipy.__config__',
                            'scipy.integrate.lsoda', 'scipy.cluster', 'scipy.constants','scipy.fftpack','scipy.interpolate','scipy.io','scipy.linalg','scipy.misc','scipy.ndimage','scipy.odr','scipy.optimize','scipy.setup','scipy.sparse','scipy.spatial','scipy.special','scipy.stats','scipy.version'],

             hookspath=[],
             runtime_hooks=[],
             excludes=[],
             win_no_prefer_redirects=False,
             win_private_assemblies=False,
             cipher=block_cipher)

a.datas += Tree('./scipy-extra-dll', prefix=None)

pyz = PYZ(a.pure, a.zipped_data,
             cipher=block_cipher)
exe = EXE(pyz,
          a.scripts,
          a.binaries,
          a.zipfiles,
          a.datas,
          name='<your python script name>',
          debug=False,
          strip=False,
          upx=True,
          runtime_tmpdir=None,
          console=True )

1. Generate your executable with python -m pyinstaller myscript.spec
2. If you see no error then your executable can be found in dist directory.
3. Enjoy!

Thanks to @ageitgey and @davisking for their awesome work.

PascPeli, hbeyan, alexpardede, MrYZD, rezayoga and 15 morefordffx, sandip-narwade, Legorooj, saadi-tech and ismam3sandip-narwade, Legorooj, taufardh and ismam3davisking, hanyh0807, mariocesarc, mostafazaghlol, amanbadal890 and 7 moresandip-narwade, Legorooj, taufardh, saadi-tech, ismam3 and 1 moresandip-narwade, Legorooj and saadi-tech

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