API#

piqa.utils

Miscellaneous tools and general purpose components

piqa.tv

Total Variation (TV)

piqa.psnr

Peak Signal-to-Noise Ratio (PSNR)

piqa.ssim

Structural Similarity (SSIM) and Multi-Scale Structural Similarity (MS-SSIM)

piqa.lpips

Learned Perceptual Image Patch Similarity (LPIPS)

piqa.gmsd

Gradient Magnitude Similarity Deviation (GMSD) and Multi-Scale Gradient Magnitude Similarity Deviation (MS-GMSD)

piqa.mdsi

Mean Deviation Similarity Index (MDSI)

piqa.haarpsi

Haar Perceptual Similarity Index (HaarPSI)

piqa.vsi

Visual Saliency-based Index (VSI)

piqa.fsim

Feature Similarity (FSIM)

piqa.fid

Fréchet Inception Distance (FID)