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
Local AI photo scoring, culling, and gallery — score, organise, and explore your library with face recognition and semantic search. No cloud, no subscriptions.
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"
Quality-Aware Image-Text Alignment for Opinion-Unaware 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.
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
DSL-FIQA: Assessing Facial Image Quality via Dual-Set Degradation Learning and Landmark-Guided Transformer (CVPR 2024)
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