Progressive Growing of Generative Adversarial Networks
Generate photorealistic faces of fake celebrities
Tero Karras, Timo Aila, Samuli Laine & Jakko Lehtinen (ICLR 2018)
https://www.github.com/gnomehat/progressive_growing_of_gans
Semantic Segmentation
Detect people, cars, and more in input images.
Waleed Abdulla's implementation of He et al. (CVPR 2017)
https://www.github.com/gnomehat/Mask_RCNN
Compositional Pattern Producing Networks
Use generative adversarial networks to render trippy demoscene videos.
Neale Ratzlaff's implementation of Kenneth Stanley's CPPN
https://www.github.com/gnomehat/CPPN
StarCraft 2 Micromanagement Q-Learning
Train a convolutional network to fight battles in StarCraft II
Blizzard, Deepmind, Oregon State University
https://www.github.com/gnomehat/sc2microbattle
...and many more! Install Gnomehat to start training deep networks now.