/jesus-russell-obi_wan_kenobi

This is an image classifier trained on a Resnet 34 CNN model to classify images of Jesus of Nazareth (religious figure), Obi-Wan Kenobi (Jedi Master), and Russell Brand (British actor).

Primary LanguageJupyter Notebook

Jesus or Russell or Obi-Wan? An extension of Scott Chua's State-of-the-Art1 Deep Learning Model

  • This is an image classifier trained on a Resnet 34 CNN model to classify images of Jesus of Nazareth (religious figure), Obi-Wan Kenobi (Jedi Master), and Russell Brand (British actor).
  • I achieved an accuracy of 96.8% trained on 469 images, a solid breakthrough from Scott's 96.6% considering my classifier has one additional person to classify.
  • This code is based on Lesson 1 of course.fast.ai 2019 -- I acknowledge Jeremy Howard and the fastai team for this great course!

1 : According to Scott: "only among image classifiers that distinguish Jesus Christ from Russell Brand.". Let me add that the line now includes Obi-Wan Kenobi.

Jesus Christ Russell Brand Obi-Wan Kenobi
Jesus of Nazareth? Russell Brand? Obi-Wan Kenobi?