Search Results - RepositoryStats

178

2.1k

other

18

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

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

Created 2021-11-28

545 commits to main branch, last one 8 days ago

Awesome-Image-Quality-Assessment chaofengc

71

1.0k

mit

25

A comprehensive collection of IQA papers

iqa awesome iqa-dataset awesome-list image-quality-assessment blind-image-quality-assessment

Created 2021-11-28

84 commits to main branch, last one about a month ago

LIQE zwx8981

11

201

mit

1

[CVPR2023] Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective

clip multitask-learning vision-language-model image-quality-assessment blind-image-quality-assessment no-reference-image-quality-assessment

Created 2023-02-28

80 commits to main branch, last one 2 months ago

CNNIQA lidq92

39

163

unknown

4

[unofficial] CVPR2014-Convolutional neural networks for no-reference image quality assessment

pytorch quality-metrics image-quality-assessment convolutional-neural-networks blind-image-quality-assessment

Created 2018-04-19

39 commits to master branch, last one 4 years ago

UNIQUE zwx8981

11

131

apache-2.0

7

The repository for 'Uncertainty-aware blind image quality assessment in the laboratory and wild' and 'Learning to blindly assess image quality in the laboratory and wild'

matlab pytorch learning-to-rank deep-neural-networks image-quality-assessment blind-image-quality-assessment

Created 2020-05-19

91 commits to master branch, last one 9 months ago

CONTRIQUE pavancm

13

128

unknown

3

Official implementation for "Image Quality Assessment using Contrastive Learning"

no-reference deep-learning image-quality computer-vision contrastive-loss image-processing full-reference-iqa contrastive-learning deep-neural-networks image-quality-assessment convolutional-neural-networks blind-image-quality-assessment

Created 2021-10-25

29 commits to main branch, last one about a year ago

WaDIQaM lidq92

36

128

unknown

2

[unofficial] Pytorch implementation of WaDIQaM in TIP2018, Bosse S. et al. (Deep neural networks for no-reference and full-reference image quality assessment)

pytorch full-reference-iqa deep-neural-networks image-quality-assessment blind-image-quality-assessment

Created 2018-04-18

29 commits to master branch, last one 3 years ago

ARNIQA miccunifi

3

117

other

8

[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment

Created 2023-10-19

39 commits to main branch, last one 26 days ago

ReIQA avinabsaha

7

98

mit

3

Official implementation for CVPR2023 Paper "Re-IQA : Unsupervised Learning for Image Quality Assessment in the Wild"

cvpr fr-iqa nr-iqa re-iqa moco-v2 cvpr2023 resnet-50 image-quality image-processing contrastive-learning unsupervised-learning blind-image-quality-assessment no-reference-image-quality-assessment full-reference-image-quality-assessment

Created 2022-10-23

68 commits to main branch, last one 7 months ago

CNNIQAplusplus lidq92

21

96

unknown

2

[unofficial] PyTorch Implementation of image quality assessment methods: IQA-CNN++ in ICIP2015 and IQA-CNN in CVPR2014

pytorch quality-metrics multi-task-learning image-quality-assessment distortion-classification convolutional-neural-networks blind-image-quality-assessment

Created 2018-04-19

13 commits to master branch, last one 4 years ago

SFA lidq92

13

80

mit

7

[official] No reference image quality assessment based Semantic Feature Aggregation, published in ACM MM 2017, TMM 2019

caffe resnet-50 plsr-model camera-images image-content-variation image-quality-assessment blind-image-quality-assessment

Created 2018-01-26

38 commits to master branch, last one about a year ago

SGDNet ysyscool

14

77

unknown

4

ACM MM 2019 SGDNet: An End-to-End Saliency-Guided Deep Neural Network for No-Reference Image Quality Assessment

image-quality-assessment blind-image-quality-assessment

Created 2019-07-05

14 commits to master branch, last one about a year ago

QualiCLIP miccunifi

1

56

other

11

Quality-Aware Image-Text Alignment for Real-World Image Quality Assessment

iqa biqa clip nr-iqa image-text ranking-loss deep-learning image-quality computer-vision opinion-unaware vision-language image-processing low-level-vision image-degradation opinion-unaware-nr-iqa image-quality-assessment self-supervised-learning blind-image-quality-assessment no-reference-image-quality-assessment

Created 2024-03-16

18 commits to main branch, last one 12 days ago