A DCGAN model trying to create new Dark Souls weapons (currently using Dark Souls 1 and Dark Souls 2 weapons as input).
Idea inspired by: https://www.reddit.com/r/darksouls3/comments/6pxu7a/i_trained_a_neural_network_to_hallucinate_ds3/ by user normally_i_lurk
Architecture inspired by:
- "Unsupervised representation learning with deep convolutional generative adversarial networks" by Alec Radford, Luke Metz and Soumith Chintala https://arxiv.org/abs/1511.06434
- https://github.com/Ksuryateja/DCGAN-CIFAR10-pytorch/tree/master