⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣠⣶⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⢀⣦⣤⣄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣼⣿⣿⣧⠀⠀⠀⠀⢀⣼⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⢸⣿⣿⡿⠓⢄⡀⠀⠀⠀⠀⠀⠀⡸⠁⠀⠀⠈⡆⠀⠀⠀⣾⣿⠷⣦⣤⣄⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⣀⣀⡀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⣿⠃⠀⠀⠀⠙⢄⠀⠀⠀⠀⠀⡇⠀⠀⠀⠀⢸⠀⠀⠀⠈⢻⣿⠟⠛⠀⠈⢣⠀⠀⠀⠀⠀⠀⠀⢀⠔⠁⠀⠀⠀⠀⣿⡆⠀⠀ ⠀⠀⠀⠀⠀⠀⠘⡀⠀⠀⠀⠀⠸⠓⠒⠒⠒⠒⠃⠬⠢⠄⡀⢸⠀⠀⠀⠀⢸⡀⠀⠀⠀⣸⠬⠇⠒⠒⠒⠒⠒⠲⠧⠀⠀⠀⢀⣠⣶⠻⢺⡀⠀ ⠀⠀⠀⠀⠀⠀⠀⠱⡀⢠⠎⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠙⢧⠀⠀⠀⠀⢸⠈⢒⡤⠀⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠐⢖⠉⠀⡿⣷⣤⣤⣷⡀ ⠀⠀⠀⠀⠀⠀⠀⢀⢿⠃⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢇⠀⠀⠀⠀⢣⠎⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⢆⣼⠀⠀⠉⠙⠛⠛ ⠀⠀⠀⠀⠀⠀⠀⡎⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠘⡄⠀⠀⠀⡞⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠘⡄⠀⠀⠀⠀⠀ ⠀⠀⠀⢀⡴⠒⢲⠀⠀⠀⠀⠀⢀⣤⣄⠀⠀⠀⠀⠀⠀⢀⣤⣄⠀⢧⠀⠀⠀⠁⠀⣠⣶⣄⠀⠀⠀⠀⠀⠀⠀⢀⣤⣀⠀⠀⠀⢱⠀⠀⠀⠀⠀ ⠀⣀⢀⣾⠀⠀⢸⢀⠀⠀⠀⠀⠋⠁⠈⠛⠀⠀⠀⠀⠀⠈⠀⢈⠂⢸⠀⠀⢸⠀⢰⣿⣿⣿⡄⠀⠀⠀⠀⠀⠀⣿⣿⣿⣦⠀⠀⢸⠀⠀⠀⠀⠀ ⡜⡗⠀⠀⠀⠀⠀⡆⡀⠀⣄⠀⢠⠇⠀⠀⠀⠓⠚⠓⠂⠀⠀⠸⣄⣸⠀⠀⢸⢰⢂⣿⠟⠋⠀⢠⣀⣀⣀⡀⣀⠙⠿⢿⣃⣦⠀⣎⣀⡀⠀⠀⠀ ⠙⣄⢀⠀⠀⠀⠀⠘⢟⢄⠈⠀⠉⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡰⠃⠀⠀⠀⢻⣿⠟⠀⠀⠀⠀⠉⠁⠀⠉⠁⠀⠀⢸⠿⢯⣿⣿⣿⣿⣆⠀⠀ ⠀⠈⠳⣄⢄⡀⠀⠀⠈⠻⢽⠢⠤⠀⠀⠀⠀⠀⠀⠀⢀⣦⡔⠋⠀⠀⠀⠀⠀⠀⠈⠒⠤⣀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⠔⣿⣿⣿⣿⣿⣿⠀⠀ ⠀⠀⠀⠈⠑⠢⣄⡀⠀⠀⣾⡔⠋⠀⠀⠀⠀⠠⣄⣴⣾⣿⣿⣯⣱⣤⣤⣧⠀⠀⠀⠀⠀⡜⠀⠀⠀⠀⠀⠀⠀⠈⠳⡸⣀⣿⣿⣿⣿⠟⠉⠀⠀ ⠀⠀⠀⠀⠀⠀⢨⠃⠀⣼⡏⠀⠀⠀⠀⠤⠀⢀⣀⣨⣿⣿⣿⣷⣿⣼⣿⣿⣷⡄⠀⠀⡼⠀⠀⣴⠀⠀⠀⠀⣴⠀⠀⠁⢻⣿⣿⣿⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⡎⠀⣼⠁⠀⠀⠐⠒⢦⣀⣀⠀⠀⠙⠿⣿⡿⡿⠋⠈⠉⠻⣿⣿⣄⣰⠁⠀⠿⠛⠀⠀⠀⠀⠙⠷⠆⡀⠀⠹⣿⠛⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠓⢼⣿⡀⠀⠀⠀⢀⠞⣙⣻⠀⠀⠀⢀⡞⠀⠸⠲⢯⡆⠀⠙⢿⣯⣁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡠⠃⠂⠀⢀⡼⠃⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠉⠳⣄⠀⠀⢀⣾⡕⠁⠀⠀⠀⢈⡀⣤⣒⡿⠊⠀⠀⠀⠀⠀⠛⠳⢴⣶⣦⡀⠀⢀⣤⣄⡊⣠⣤⣀⠞⠁⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠙⢢⡾⠞⠒⠒⠚⠉⠉⠙⠛⠋⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠉⠉⠙⠒⠋⠙⠛⠙⠃⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
Birkbeck Universiy Final Dissertation Project Grade Received: Distinction
Transfer-learning using Style2GAN trained on Anime Faces to generate Pokemon video game sprites and animations!
See training_stylegan2-ada.ipynb file for steps on training!
Testing_ScratchModel - Images of sprites generated when model was trained from scratch
Testing_TransferLearningModel - Images of sprites generated when model was trained using transfer-learning