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 of Nazareth? | Russell Brand? | Obi-Wan Kenobi? |