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Comparison of Image-based Gender Classification

Data Preparation

Final Construction of Convolutional Neural Network (CNN)

In the final design we used 10 hidden layers.

Evaluation of Final CNN Model

Comparison with Traditional ML Techniques

Comparison of Models Trained on Different Dataset Sizes

Implementation

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  • Jupyter Notebook 92.8%
  • TeX 4.9%
  • Python 2.3%