Generative Adversarial Network on Hubble deep space scans from NASA
Samples:
Interpolated Samples:
Anchor Interpolated Examples:
Training Time-Lapse:
- 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