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chaofengc /IQA-PyTorch

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

python pytorch ssim psnr ms-ssim iqa image-quality-assessment blind-image-quality-assessment image-aesthetic-assessment pytorch-implementation

UpdatedJan 24, 2026
Python

photosynthesis-team /piq

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

UpdatedMay 12, 2024
Python

VainF /pytorch-msssim

Fast and differentiable MS-SSIM and SSIM for pytorch.

pytorch ssim image-quality ms-ssim structure-similarity

UpdatedMar 12, 2024
Python

dssim

kornelski /dssim

Image similarity comparison simulating human perception (multiscale SSIM in Rust)

c image-benchmark similarity comparison libpng compress-images similarity-measurement dssim ssim

UpdatedOct 1, 2025
Rust

FUnIE-GAN

xahidbuffon /FUnIE-GAN

Fast underwater image enhancement for Improved Visual Perception. #TensorFlow #PyTorch #RAL2020

measure ssim underwater-robotics psnr image-enhancement underwater-images visual-perception ugan funie-gan uiqm

UpdatedApr 8, 2024
Python

JunyaoHu /common_metrics_on_video_quality

You can easily calculate FVD, PSNR, SSIM, LPIPS for evaluating the quality of generated or predicted videos.

video metrics pytorch ssim fvd psnr video-generation video-prediction

UpdatedJan 17, 2026
Python

williamfzc /stagesepx

detect stages in video automatically

python lightweight app performance video svm keras image-classification stage ssim video-to-images

UpdatedMar 1, 2025
Python

piqa

francois-rozet /piqa

PyTorch Image Quality Assessement package

quality image metrics pytorch ssim image-quality psnr fid image-quality-assessment lpips pytorch-image-quality

UpdatedOct 30, 2023
Python

kopaka1822 /ImageViewer

HDR, PFM, DDS, KTX, EXR, PNG, JPG, BMP image viewer and manipulator

jpg png filter image-processing image-viewer image-manipulation dds cubemap ssim ktx hdr image-diff dxtc pfm lat-long texture-compression mipmaps bc1 image-compare image-calculator

UpdatedFeb 18, 2026
C#

rolinh /VQMT

VQMT: Video Quality Measurement Tool. Fast implementations of the following objective image quality metrics: PSNR, SSIM, MS-SSIM, VIFp, PSNR-HVS and PSNR-HVS-M.

video metrics ssim psnr yuv ms-ssim vifp psnr-hvs psnr-hvs-m

UpdatedMar 9, 2020
C++

amanchadha /iSeeBetter

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

cnn pytorch recurrent-neural-networks video-processing generative-adversarial-network gan rnn resnet convolutional-neural-networks gans unsupervised-learning ssim convolutional-neural-network super-resolution residual-networks psnr srgan video-super-resolution resnets self-supervised-learning

UpdatedMay 30, 2025
C++

dingkeyan93 /IQA-optimization

Comparison of IQA models in Perceptual Optimization

optimization pytorch ssim loss-functions iqa image-quality-assessment vif steerable-filters lpips dists fsim

UpdatedAug 18, 2023
Python

obartra /ssim

🖼🔬 JavaScript Image Comparison

javascript-library image-comparison image-analysis ssim

UpdatedDec 7, 2023
TypeScript

raadon96 /MVTec-Anomaly-Detection

This project proposes an end-to-end framework for semi-supervised Anomaly Detection and Segmentation in images based on Deep Learning.

unsupervised convolutional-autoencoder ssim anomaly-detection auto-encoder structural-similarity mvtec surface-inspection anomaly-segmentation anomaly-localization

UpdatedDec 8, 2022
Python

cnr-isti-vclab /piccante

The hottest High Dynamic Range (HDR) Library

c-plus-plus opengl computer-vision image-processing triangulation opengl-library feature-extraction image-segmentation hdri ssim hdr image-filters hdr-image color-to-gray tone-mapping hdr-reinhard image-filtering hdr-compression hdr-generation hdr-imaging

UpdatedSep 12, 2025
C++

weichaoIO /OpenCV_image_comparator

图片相似度计算（直方图、峰值信噪比、结构相似性、感知哈希算法）、轮廓检测、直线检测、圆检测、角点检测、直线交点计算、旋转角度矫正、图像匹配的对应相似处连线、灰度、二值化、直方图均衡化。

android opencv histogram jni ssim psnr perceptual-hash

UpdatedApr 11, 2018
Java

CrypticSignal /video-quality-metrics

Uses FFmpeg to benchmark video encoders to compare VMAF, SSIM and PSNR with different encoder settings.

quality benchmarking benchmark video ffmpeg metrics encoder crf presets encode transcoder hevc ssim x264 transcode x265 psnr av1 avc vmaf

UpdatedJun 5, 2025
Python

ThatNerdUKnow /vmaf-gui

A GUI built using C# to make Netflix's VMAF easier to use

gui video ffmpeg ssim psnr vmaf vmaf-gui

UpdatedJan 27, 2024
C#

lartpang /mssim.pytorch

A better pytorch-based implementation for the mean structural similarity. Differentiable simpler SSIM and MS-SSIM.

ssim loss-functions structure-similarity ssim-loss loss-function ssim-metric ssim-metrics ssim-pytorch

UpdatedDec 4, 2024
Python

DVLP-CMATERJU /RectiNet

A Gated and Bifurcated Stacked U-Net Module for Document Image Dewarping

computer-vision deep-learning artificial-intelligence neural-networks predictions ssim bifurcation dewarping

UpdatedNov 2, 2022
Python

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