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Simple Eigen 3D Face Fitting

Quite simple python3 implementation for eigen 3D face fitting

  • Run PCA_FACE.ipynb to apply fitting to the target 3D face using the eigen 3D faces. The program saves the result and mean face.
  • The dimensionality reduction is done using PCA.
  • "Dim" in the image represents the number of eigen vectors used for the fitting.
  • The dataset is taken from here "T. Li, T. Bolkart, M. J. Black, H. Li, and J. Romero. Learning a model of facial shape and expression from 4D scans. ACM Transactions on Graphics (SIGGRAPH Asia), 36(6), 2017"

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Simple python implementation for eigen 3D face fitting

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