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facial-recognition

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This repository contains the Python code for implementing facial recognition in Jupyter Notebook using both Machine Learning classification algorithms and neural networks. It also contains a CSV of facial data for classifying faces using the Python code. Feel free to copy the files and start recognizing faces!

  • Updated Jul 16, 2019
  • Jupyter Notebook

This repository contains a Jupyter Notebook that implements PCA (Principal Component Analysis) from scratch for facial recognition. It demonstrates the steps involved in PCA, including eigenface computation and accuracy comparisons for different components.

  • Updated May 24, 2023
  • Jupyter Notebook

This repository demonstrates a simple CNN implemented in PyTorch for binary classification of smiles in celebrity face images from the CelebA dataset. This notebook covers data loading, preprocessing with transformations and augmentation, model building, training, and evaluation. The goal; predict wether the person is smiling based on facial attr.

  • Updated Oct 2, 2025
  • Jupyter Notebook

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