Insane(ly slow but wicked good) PNG image optimization

Measures and metrics for image2image tasks. PyTorch.

Fast and differentiable MS-SSIM and SSIM for pytorch.

Automatically find issues in image datasets and practice data-centric computer vision.

MagicScaler high-performance, high-quality image processing pipeline for .NET

PyTorch Image Quality Assessement package

computational zoom from raw sensor data

Implementation of the paper "No Reference Image Quality Assessment in the Spatial Domain" by A Mittal et al. in OpenCV (using both C++ and Python)

Collection of Blind Image Quality Metrics in Matlab

python implementation of the paper "Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes" - cvpr 2017

Official implementation for "Image Quality Assessment using Contrastive Learning"

[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment

Official implementation for CVPR2023 Paper "Re-IQA : Unsupervised Learning for Image Quality Assessment in the Wild"

Source code for "From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality"

Batch image resizer, optimiser and profiler using ImageMagick convert, OptiPNG, JpegOptim and optional ZopfliPNG, Guetzli and MozJPEG.

Enhances faces on images and automatically beautifies them using StyleGan2 and latent space exploration

An algorithm for estimating the sharpness/resolution of an imaging system.

Patch-VQ: ‘Patching Up’ the Video Quality Problem

Sensifai image and video enhancement module on mobiles

A Python port of the MATLAB reference implementation