SpaceGan

Generative Adversarial Network on Hubble deep space scans from NASA

Examples

Samples:

Interpolated Samples:

Anchor Interpolated Examples:

Training

Training Time-Lapse:

TODO

• InfoGAN Continuous noise would be cool
  • Number of stars
  • Colors
  • Brightness
• Log interpolation of random noise variables
  • More images with fixed z and changing InfoGan c
• Larger images
  • 256x256 or 512x512 unlikely on GTX 1080, will need better hardware
• Write up technical paper for writing experience, post on arxiv
  • Include discussion on dataset construction and preparation
  • Discuss challenges with dataset
  • Include experiments and samples
  • Cite relevant prior work and papers implemented