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Gender classification model that uses a CNN to classify images of faces as male or female. The notebook includes code for data preprocessing, model architecture, training, and evaluation which will then be used for algorithmic bias detection.

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rishabhpatel9/MSc-Final-Project

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This is a gender classification model that uses a convolutional neural network (CNN) to classify images of faces as male or female. The model is trained on a dataset of face images and their corresponding gender labels. The notebook includes code for data preprocessing, model architecture, training, and evaluation which will then be used for algorithmic bias detection.

Project dependencies:

  • tensorflow
  • opencv
  • imghdr
  • numpy
  • matplotlib
  • aif360

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Gender classification model that uses a CNN to classify images of faces as male or female. The notebook includes code for data preprocessing, model architecture, training, and evaluation which will then be used for algorithmic bias detection.

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