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Title: GitHub - bryan-lai/face_recognition: The world's simplest facial recognition api for Python and the command line

Open Graph Title: GitHub - bryan-lai/face_recognition: The world's simplest facial recognition api for Python and the command line

X Title: GitHub - bryan-lai/face_recognition: The world's simplest facial recognition api for Python and the command line

Description: The world's simplest facial recognition api for Python and the command line - bryan-lai/face_recognition

Open Graph Description: The world's simplest facial recognition api for Python and the command line - bryan-lai/face_recognition

X Description: The world's simplest facial recognition api for Python and the command line - bryan-lai/face_recognition

Opengraph URL: https://github.com/bryan-lai/face_recognition

X: @github

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requirements.txthttps://patch-diff.githubusercontent.com/bryan-lai/face_recognition/blob/master/requirements.txt
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setup.cfghttps://patch-diff.githubusercontent.com/bryan-lai/face_recognition/blob/master/setup.cfg
setup.cfghttps://patch-diff.githubusercontent.com/bryan-lai/face_recognition/blob/master/setup.cfg
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setup.pyhttps://patch-diff.githubusercontent.com/bryan-lai/face_recognition/blob/master/setup.py
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MIT licensehttps://patch-diff.githubusercontent.com/bryan-lai/face_recognition
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#face-recognition
dlibhttp://dlib.net/
Labeled Faces in the Wildhttp://vis-www.cs.umass.edu/lfw/
https://pypi.python.org/pypi/face_recognition
https://travis-ci.org/ageitgey/face_recognition
http://face-recognition.readthedocs.io/en/latest/?badge=latest
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#features
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#find-faces-in-pictures
https://cloud.githubusercontent.com/assets/896692/23625227/42c65360-025d-11e7-94ea-b12f28cb34b4.png
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#find-and-manipulate-facial-features-in-pictures
https://cloud.githubusercontent.com/assets/896692/23625282/7f2d79dc-025d-11e7-8728-d8924596f8fa.png
digital make-uphttps://github.com/ageitgey/face_recognition/blob/master/examples/digital_makeup.py
https://cloud.githubusercontent.com/assets/896692/23625283/80638760-025d-11e7-80a2-1d2779f7ccab.png
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#identify-faces-in-pictures
https://cloud.githubusercontent.com/assets/896692/23625229/45e049b6-025d-11e7-89cc-8a71cf89e713.png
https://cloud.githubusercontent.com/assets/896692/24430398/36f0e3f0-13cb-11e7-8258-4d0c9ce1e419.gif
this examplehttps://github.com/ageitgey/face_recognition/blob/master/examples/facerec_from_webcam_faster.py
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#installation
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#requirements
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#installation-options
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#installing-on-mac-or-linux
How to install dlib from source on macOS or Ubuntuhttps://gist.github.com/ageitgey/629d75c1baac34dfa5ca2a1928a7aeaf
pre-configured VMhttps://medium.com/@ageitgey/try-deep-learning-in-python-now-with-a-fully-pre-configured-vm-1d97d4c3e9b
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#installing-on-raspberry-pi-2
Raspberry Pi 2+ installation instructionshttps://gist.github.com/ageitgey/1ac8dbe8572f3f533df6269dab35df65
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#installing-on-windows
@masoudr's Windows 10 installation guide (dlib + face_recognition)https://github.com/ageitgey/face_recognition/issues/175#issue-257710508
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#installing-a-pre-configured-virtual-machine-image
Download the pre-configured VM imagehttps://medium.com/@ageitgey/try-deep-learning-in-python-now-with-a-fully-pre-configured-vm-1d97d4c3e9b
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#usage
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#command-line-interface
https://cloud.githubusercontent.com/assets/896692/23582466/8324810e-00df-11e7-82cf-41515eba704d.png
https://cloud.githubusercontent.com/assets/896692/23582465/81f422f8-00df-11e7-8b0d-75364f641f58.png
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#adjusting-tolerance--sensitivity
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#more-examples
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#speeding-up-face-recognition
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#python-module
https://face-recognition.readthedocs.iohttps://face-recognition.readthedocs.io/en/latest/face_recognition.html
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#automatically-find-all-the-faces-in-an-image
this examplehttps://github.com/ageitgey/face_recognition/blob/master/examples/find_faces_in_picture.py
this examplehttps://github.com/ageitgey/face_recognition/blob/master/examples/find_faces_in_picture_cnn.py
find faces in batcheshttps://github.com/ageitgey/face_recognition/blob/master/examples/find_faces_in_batches.py
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#automatically-locate-the-facial-features-of-a-person-in-an-image
this examplehttps://github.com/ageitgey/face_recognition/blob/master/examples/find_facial_features_in_picture.py
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#recognize-faces-in-images-and-identify-who-they-are
this examplehttps://github.com/ageitgey/face_recognition/blob/master/examples/recognize_faces_in_pictures.py
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#python-code-examples
herehttps://github.com/ageitgey/face_recognition/tree/master/examples
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#face-detection
Find faces in a photographhttps://github.com/ageitgey/face_recognition/blob/master/examples/find_faces_in_picture.py
Find faces in a photograph (using deep learning)https://github.com/ageitgey/face_recognition/blob/master/examples/find_faces_in_picture_cnn.py
Find faces in batches of images w/ GPU (using deep learning)https://github.com/ageitgey/face_recognition/blob/master/examples/find_faces_in_batches.py
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#facial-features
Identify specific facial features in a photographhttps://github.com/ageitgey/face_recognition/blob/master/examples/find_facial_features_in_picture.py
Apply (horribly ugly) digital make-uphttps://github.com/ageitgey/face_recognition/blob/master/examples/digital_makeup.py
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#facial-recognition
Find and recognize unknown faces in a photograph based on photographs of known peoplehttps://github.com/ageitgey/face_recognition/blob/master/examples/recognize_faces_in_pictures.py
Compare faces by numeric face distance instead of only True/False matcheshttps://github.com/ageitgey/face_recognition/blob/master/examples/face_distance.py
Recognize faces in live video using your webcam - Simple / Slower Version (Requires OpenCV to be installed)https://github.com/ageitgey/face_recognition/blob/master/examples/facerec_from_webcam.py
Recognize faces in live video using your webcam - Faster Version (Requires OpenCV to be installed)https://github.com/ageitgey/face_recognition/blob/master/examples/facerec_from_webcam_faster.py
Recognize faces in a video file and write out new video file (Requires OpenCV to be installed)https://github.com/ageitgey/face_recognition/blob/master/examples/facerec_from_video_file.py
Recognize faces on a Raspberry Pi w/ camerahttps://github.com/ageitgey/face_recognition/blob/master/examples/facerec_on_raspberry_pi.py
Run a web service to recognize faces via HTTP (Requires Flask to be installed)https://github.com/ageitgey/face_recognition/blob/master/examples/web_service_example.py
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#how-face-recognition-works
read my articlehttps://medium.com/@ageitgey/machine-learning-is-fun-part-4-modern-face-recognition-with-deep-learning-c3cffc121d78
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#caveats
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#deployment-to-cloud-hosts-heroku-aws-etc
Dockerhttps://www.docker.com/
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#common-issues
making the code change outlined herehttps://github.com/ageitgey/face_recognition/issues/11#issuecomment-287398611
Look here for morehttps://github.com/ageitgey/face_recognition/issues/21#issuecomment-287779524
https://patch-diff.githubusercontent.com/bryan-lai/face_recognition#thanks
Davis Kinghttps://github.com/davisking
@nulhomhttps://twitter.com/nulhom
blog posthttp://blog.dlib.net/2017/02/high-quality-face-recognition-with-deep.html
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