Files for the Udacity Machine Learning capstone project
capstone directory notebooks for the human skintype x gender classification and data augmentation steps
Capstone-DCGAN - trying data augmentation with a GAN
Capstone-Human - the main notebook for training a human race classifier
Capstone-Human-Plots - notebook for plotting images with prediction probabilities
Capstone-Human.html - a HTML page showing the training and testing
Filter - notebook for filtering skin types and genders from the CelebA dataset
Transform - notebook for data augmentation by multiplying images and tweaking them
data directory - datasets and testsets, derived from CelebA dataset
gendershades directory - mailexchange requesting Gender shades dataset
PDFs Capstone proposal, submission and project article
project-dog-classification directory template dog breed classification notebook, most part executed, before handing over to capstone directory