12 results found Sort:

chaofengc
IQA-PyTorch chaofengc
146
1.5k
other
15
👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, NIMA, DBCNN, WaDIQaM, BRISQUE, PI and more...
iqa python pytorch pytorch-implementation image-quality-assessment image-aesthetic-assessment blind-image-quality-assessment
Created 2021-11-28
442 commits to main branch, last one 2 days ago
chaofengc
Awesome-Image-Quality-Assessment chaofengc
57
759
mit
20
A comprehensive collection of IQA papers
iqa awesome iqa-dataset awesome-list image-quality-assessment blind-image-quality-assessment
Created 2021-11-28
68 commits to main branch, last one 2 days ago
lidq92
CNNIQA lidq92
39
158
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 3 years ago
zwx8981
LIQE zwx8981
8
142
unknown
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
73 commits to main branch, last one a day ago
lidq92
WaDIQaM lidq92
37
127
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
zwx8981
UNIQUE zwx8981
10
121
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 2 months ago
pavancm
CONTRIQUE pavancm
10
116
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 11 months ago
lidq92
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 3 years ago
ysyscool
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 10 months ago
lidq92
SFA lidq92
13
76
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
avinabsaha
ReIQA avinabsaha
6
69
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 about a month ago
miccunifi
ARNIQA miccunifi
1
58
other
9
[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment
iqa biqa fr-iqa nr-iqa resnet simclr deep-learning image-quality computer-vision image-processing low-level-vision degradation-model image-degradation full-reference-iqa contrastive-learning image-quality-assessment self-supervised-learning blind-image-quality-assessment no-reference-image-quality-assessment full-reference-image-quality-assessment
Created 2023-10-19
34 commits to main branch, last one 12 days ago