Insane(ly slow but wicked good) PNG image optimization
macos image png compression png-compression images image-processing lossy image-compression pngquant image-quality lossy-compression zopflipng
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Jun 18, 2022 - Python
image-quality - 技术专题
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Measures and metrics for image2image tasks. PyTorch.
metrics python3 pytorch mse gan measures ssim image-quality image-to-image psnr ms-ssim iqa generative-models kid fid image-quality-assessment vif brisque image-metrics
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May 12, 2024 - Python
Fast and differentiable MS-SSIM and SSIM for pytorch.
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Mar 12, 2024 - Python
Automatically find issues in image datasets and practice data-centric computer vision.
data-science computer-vision deep-learning data-validation exploratory-data-analysis image-classification image-generation image-segmentation image-analysis data-exploration image-quality data-quality data-profiling data-centric-ai
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Jan 8, 2026 - Python
MagicScaler high-performance, high-quality image processing pipeline for .NET
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Apr 10, 2025 - C#
PyTorch Image Quality Assessement package
quality image metrics pytorch ssim image-quality psnr fid image-quality-assessment lpips pytorch-image-quality
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Oct 30, 2023 - Python
computational zoom from raw sensor data
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May 3, 2025 - Jupyter Notebook
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 opencv machine-learning computer-vision cpp svm image-processing image-quality libsvm image-quality-assessment
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Sep 27, 2021 - C++
python implementation of the paper "Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes" - cvpr 2017
python computer-vision image-processing blur image-quality blur-detection blur-detector cvpr2017 image-quality-assessment
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Jan 27, 2023 - Python
Local AI photo scoring, culling, and gallery — score, organise, and explore your library with face recognition and semantic search. No cloud, no subscriptions.
machine-learning angular computer-vision deep-learning photography sqlite image-processing self-hosted pytorch face-recognition photo image-analysis image-quality clip fastapi photo-management aesthetic-quality photo-culling photo-scoring topiq
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Jul 23, 2026 - Python
Collection of Blind Image Quality Metrics in Matlab
image-processing image-analysis image-quality image-quality-assessment blind-image-quality-assessment
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Jun 27, 2020 - MATLAB
[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment
computer-vision deep-learning image-processing resnet image-quality iqa image-quality-assessment blind-image-quality-assessment low-level-vision image-degradation self-supervised-learning degradation-model biqa full-reference-iqa nr-iqa simclr contrastive-learning fr-iqa no-reference-image-quality-assessment full-reference-image-quality-assessment
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Jun 18, 2026 - Python
Official implementation for "Image Quality Assessment using Contrastive Learning"
deep-neural-networks computer-vision deep-learning image-processing convolutional-neural-networks image-quality image-quality-assessment blind-image-quality-assessment contrastive-loss no-reference full-reference-iqa contrastive-learning
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Jun 18, 2024 - Python
Quality-Aware Image-Text Alignment for Opinion-Unaware Image Quality Assessment
computer-vision deep-learning image-processing image-quality clip iqa image-text image-quality-assessment blind-image-quality-assessment low-level-vision image-degradation self-supervised-learning ranking-loss biqa vision-language nr-iqa no-reference-image-quality-assessment opinion-unaware opinion-unaware-nr-iqa
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Mar 10, 2025 - Python
Official implementation for CVPR2023 Paper "Re-IQA : Unsupervised Learning for Image Quality Assessment in the Wild"
image-processing unsupervised-learning image-quality cvpr resnet-50 blind-image-quality-assessment nr-iqa contrastive-learning moco-v2 fr-iqa no-reference-image-quality-assessment cvpr2023 full-reference-image-quality-assessment re-iqa
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Apr 25, 2026 - Python
Source code for "From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality"
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Oct 2, 2022 - Jupyter Notebook
Batch image resizer, optimiser and profiler using ImageMagick convert, OptiPNG, JpegOptim and optional ZopfliPNG, Guetzli and MozJPEG.
imagemagick jpg png png-compression jpeg webp mozjpeg jpegoptim optipng optimize-images image-resizer resize-images image-quality jpegtran lossless-images image-conversion png-optimizer png-optimization guetzli zopflipng
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Jan 23, 2022 - Shell
Enhances faces on images and automatically beautifies them using StyleGan2 and latent space exploration
image-processing classification face-detection enhancement image-quality encoder-decoder stylegan face-encoding stylegan2
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Apr 7, 2021 - Jupyter Notebook
An algorithm for estimating the sharpness/resolution of an imaging system.
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May 28, 2019 - C++
DSL-FIQA: Assessing Facial Image Quality via Dual-Set Degradation Learning and Landmark-Guided Transformer (CVPR 2024)
computer-vision transformer face image-quality cvpr iqa face-image-quality-assessment image-quality-assessment vision-transformer image-quality-assessment-database image-quality-assessment-tool cvpr2024
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Sep 2, 2024 - Python