PokeGAN - Exploration of generating novel Pokemon using Deep Convolutional Generative Adversarial Networks
A total of 4881 Pokemon mugshots were sourced from Kaggle Pokemon Mugshots dataset. Original images from dataset measure 64x64 and have too small of a resolution. To address this, images from dataset were upscaled to 512x512 using waifu2x-chainer.
2 Novel pokemon generated from network.
Trained on Google Colab Pro on StyleGan2-ada using Tesla V100s for multiple days.