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chaofengc
pyiqa

🔎 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including PSNR, SSIM, LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, TOPIQ, NIMA, DBCNN, BRISQUE, PI and more...

487K 3K 244
photosynthesis-team
piq

Measures and metrics for image2image tasks. PyTorch.

276K 2K 120
dingkeyan93
dists-pytorch

IQA: Deep Image Structure and Texture Similarity Metric

78K 478 46
3dct
viqa

A python package for volumetric Image Quality Assessment

5K 10 4
francois-rozet
piqa

PyTorch Image Quality Assessement package

5K 437 18
ocampor
image-quality

Image quality is an open source software library for Image Quality Assessment (IQA).

4K 435 88
astoreyai
ofiq-syngen

ISO/IEC 29794-5 component-aligned synthetic face image quality degradation. Companion to BSI OFIQ.

1K 0 0
dingkeyan93
iqa-pytorch

Comparison of IQA models in Perceptual Optimization

870 322 42
bukalapak
pybrisque

A package for BRISQUE metric calculation.

733 251 48
Utkarsh-Deshmukh
blur-detector

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

586 181 24
eeulig
ldct-benchmark

A benchmark for deep learning-based low dose CT image denoising

401 44 5
abhijay9
stlpips-pytorch

[ECCV 2022] We investigated a broad range of neural network elements and developed a robust perceptual similarity metric. Our shift-tolerant perceptual similarity metric (ST-LPIPS) is consistent with human perception and is less susceptible to imperceptible misalignments between two images than existing metrics.

382 42 3
thunderbolt215
unipercept-reward

[ICML26 Spotlight] UniPercept: Towards Unified Perceptual-Level Image Understanding across Aesthetics, Quality, Structure, and Texture

334 122 1
photosynthesis-team
photosynthesis-metrics

Measures and metrics for image2image tasks. PyTorch.

326 2K 119
cnyvfang
fade-python

Python implementation of Fog Aware Density Evaluator (FADE).

304 4 0
khrynczenko
compimg

compimg - python package for computing similarity between the images

246 14 0
electricalgorithm
harmonicsradius

Harmonics' Radius Index (HRI95) is a full-reference image quality index based harmonic structures of the images for the comparison super-resolution models. This version is the newest one.

155 1 0
ENSTA-U2IS
mr-perceptual

Implementation of the MR-perceptual loss

131 11 2
chaofengc
v-pyiqa

🔎 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including PSNR, SSIM, LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, TOPIQ, NIMA, DBCNN, BRISQUE, PI and more...

90 3K 244
dslisleedh
iqa-jax

IQA library for Jax

78 1 0
sakoho81
pyimq

pyimq is a small software utility that allows the ordering/sorting of image datasets, according to image-quality related statistical parameters

36 22 8
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