Model Reality Score

Sample implementation of some methods for scoring the differences between generated and reference images.

1. Learned Perceptual Image Patch Similarity (LPIPS)
2. Peak Signal to Noise Ratio (PSNR)
3. Structural Similarity Scoring (SSIM)
4. Wasserstein Distance (Also known as the Earth Movers Distance)