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A Python program to edit videos and images of faces, using Tensorflow and a pretrained neural network for face intrinsics decomposition

Usage

Dependencies

You need to build the python binding from the EOS library (try pip install eos-py).

Other packages :

  • Tensorflow
  • OpenCV
  • Numpy

You will need the pretrained weights of the face texture intrinsics deep neural network : contact me at [email protected].

Running the code

Run the face_app.py module. You will need to modify the paths to the input video or image to edit : input_folder, input_image1 etc...

References

A Multiresolution 3D Morphable Face Model and Fitting Framework, P. Huber, G. Hu, R. Tena, P. Mortazavian, W. Koppen, W. Christmas, M. Rätsch, J. Kittler, International Conference on Computer Vision Theory and Applications (VISAPP) 2016, Rome, Italy [PDF].

Dlib facial landmark detection : https://www.pyimagesearch.com/2017/04/03/facial-landmarks-dlib-opencv-python/