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decomposition-algorithm

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Eigenfaces is an approach to facial recognition based on the overall appearance of a face, not on its particular details. By means of technique that can intercept and reshape the variance present in the image, the reshaped information is treated like the DNA of a face, thus allowing recovery of similar faces (because they have similar variances)…

  • Updated Apr 19, 2021
  • Jupyter Notebook

Unsupervised-ML---PCA-Data-Mining-Univ. Import Dataset, Converting data to numpy array, Normalizing the numerical data, Applying PCA Fit Transform to dataset, PCA Components matrix or covariance Matrix, Variance of each PCA, Final Dataframe, Visualization of PCAs, Eigen vector and eigen values for a given matrix.

  • Updated Jul 14, 2021
  • Jupyter Notebook

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