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image-quality
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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)
python implementation of the paper "Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes" - cvpr 2017
Collection of Blind Image Quality Metrics in Matlab
[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment
Official implementation for "Image Quality Assessment using Contrastive Learning"
Official implementation for CVPR2023 Paper "Re-IQA : Unsupervised Learning for Image Quality Assessment in the Wild"
Quality-Aware Image-Text Alignment for Opinion-Unaware Image Quality Assessment
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.
An algorithm for estimating the sharpness/resolution of an imaging system.
Enhances faces on images and automatically beautifies them using StyleGan2 and latent space exploration
Patch-VQ: ‘Patching Up’ the Video Quality Problem
Sensifai image and video enhancement module on mobiles