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