Statistics for topic image-quality-assessment

RepositoryStats tracks 584,796 Github repositories, of these 52 are tagged with the image-quality-assessment topic. The most common primary language for repositories using this topic is Python (34).

Stargazers over time for topic image-quality-assessment

Most starred repositories for topic image-quality-assessment (view more)

idealo
image-quality-assessment idealo
447
2.1k
apache-2.0
51
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
aws nima keras idealo mobilenet e-commerce tensorflow deep-learning neural-network computer-vision machine-learning image-quality-assessment convolutional-neural-networks
Created 2018-06-12
78 commits to master branch, last one 5 years ago
chaofengc
IQA-PyTorch chaofengc
175
2.0k
other
17
👁️ 🖼️ 🔥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
540 commits to main branch, last one 3 days ago
photosynthesis-team
piq photosynthesis-team
120
1.4k
apache-2.0
14
Measures and metrics for image2image tasks. PyTorch.
fid gan iqa kid mse vif psnr ssim brisque metrics ms-ssim python3 pytorch measures image-metrics image-quality image-to-image generative-models image-quality-assessment
Created 2019-12-19
219 commits to master branch, last one about a year ago
chaofengc
Awesome-Image-Quality-Assessment chaofengc
68
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 a day ago
Kobaayyy
Awesome-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision Kobaayyy
118
1.0k
unknown
32
A Collection of Papers and Codes for CVPR2024/CVPR2021/CVPR2020 Low Level Vision
c-v-p-r cvpr2020 cvpr2021 cvpr2024 image-dehazing computer-vision image-denoising image-deraining image-deblurring image-demoireing image-processing low-level-vision super-resolution image-compression image-enhancement image-restoration frame-interpolation image-reconstruction image-quality-assessment
Created 2020-06-19
227 commits to master branch, last one about a month ago
francois-rozet
piqa francois-rozet
18
409
mit
8
PyTorch Image Quality Assessement package
fid psnr ssim image lpips metrics pytorch quality image-quality pytorch-image-quality image-quality-assessment
Created 2020-09-23
90 commits to master branch, last one about a year ago

Trending repositories for topic image-quality-assessment (view more)

Last 3 days (new repositories)
no newly created repositories trending in the last 3 days
Last 3 days (absolute gain)
chaofengc
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...

2,003 (+8)
Kobaayyy
Kobaayyy/Awesome-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

A Collection of Papers and Codes for CVPR2024/CVPR2021/CVPR2020 Low Level Vision

1,007 (+7)
chaofengc
chaofengc/Awesome-Image-Quality-Assessment

A comprehensive collection of IQA papers

1,011 (+6)
mit
Kobaayyy
Kobaayyy/Awesome-Low-Level-Vision-Research-Groups

A Collection of Low Level Vision Research Groups

161 (+4)
Q-Future
Q-Future/Q-Align

③[ICML2024] [IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.

295 (+4)
Last 3 days (relative gain)
Kobaayyy
Kobaayyy/Awesome-Low-Level-Vision-Research-Groups

A Collection of Low Level Vision Research Groups

161 (+3%)
Q-Future
Q-Future/Q-Align

③[ICML2024] [IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.

295 (+1%)
woshidandan
woshidandan/Image-Color-Aesthetics-and-Quality-Assessment

[ICCV 2023, Official Code] for paper "Thinking Image Color Aesthetics Assessment: Models, Datasets and Benchmarks". Official Weights and Demos provided. 首个面向图像色彩主观美学评估的数据集、算法和benchmark.

151 (+1%)
chaofengc
chaofengc/Awesome-Image-Quality-Assessment

A comprehensive collection of IQA papers

1,011 (+0.6%)
mit
chaofengc
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...

2,003 (+0.4%)
Last week (new repositories)
no newly created repositories trending in the last week
Last week (absolute gain)
chaofengc
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...

2,003 (+20)
Kobaayyy
Kobaayyy/Awesome-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

A Collection of Papers and Codes for CVPR2024/CVPR2021/CVPR2020 Low Level Vision

1,007 (+10)
chaofengc
chaofengc/Awesome-Image-Quality-Assessment

A comprehensive collection of IQA papers

1,011 (+9)
mit
Q-Future
Q-Future/Q-Align

③[ICML2024] [IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.

295 (+6)
Kobaayyy
Kobaayyy/Awesome-Low-Level-Vision-Research-Groups

A Collection of Low Level Vision Research Groups

161 (+5)
Last week (relative gain)
Kobaayyy
Kobaayyy/Awesome-Low-Level-Vision-Research-Groups

A Collection of Low Level Vision Research Groups

161 (+3%)
Q-Future
Q-Future/Q-Align

③[ICML2024] [IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.

295 (+2%)
woshidandan
woshidandan/Image-Color-Aesthetics-and-Quality-Assessment

[ICCV 2023, Official Code] for paper "Thinking Image Color Aesthetics Assessment: Models, Datasets and Benchmarks". Official Weights and Demos provided. 首个面向图像色彩主观美学评估的数据集、算法和benchmark.

151 (+2%)
miccunifi
miccunifi/QualiCLIP

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

52 (+2%)
chaofengc
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...

2,003 (+1%)
Last month (new repositories)
no newly created repositories trending in the last month
Last month (absolute gain)
chaofengc
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...

2,003 (+111)
chaofengc
chaofengc/Awesome-Image-Quality-Assessment

A comprehensive collection of IQA papers

1,011 (+41)
mit
Kobaayyy
Kobaayyy/Awesome-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

A Collection of Papers and Codes for CVPR2024/CVPR2021/CVPR2020 Low Level Vision

1,007 (+30)
Q-Future
Q-Future/Q-Align

③[ICML2024] [IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.

295 (+26)
Kobaayyy
Kobaayyy/Awesome-ECCV2024-ECCV2020-Low-Level-Vision

A Collection of Papers and Codes for ECCV2024/ECCV2020 Low Level Vision

275 (+16)
Last month (relative gain)
miccunifi
miccunifi/QualiCLIP

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

52 (+11%)
Q-Future
Q-Future/Q-Align

③[ICML2024] [IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.

295 (+10%)
Kobaayyy
Kobaayyy/Awesome-Low-Level-Vision-Research-Groups

A Collection of Low Level Vision Research Groups

161 (+9%)
woshidandan
woshidandan/Long-Tail-image-aesthetics-and-quality-assessment

[ICML 2024, Official Code] First work to propose a solution to the long-tail problem in IAA. 首篇针对IAA中的长尾问题提出解决方案的工作

25 (+9%)
miccunifi
miccunifi/ARNIQA

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

109 (+7%)
Last 12-months (new repositories)
Q-Future
Q-Future/Q-Align

③[ICML2024] [IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.

295
discus0434
discus0434/aesthetic-predictor-v2-5

SigLIP-based Aesthetic Score Predictor

141
agpl-3.0
Q-Future
Q-Future/Co-Instruct

④[ECCV 2024 Oral, Comparison among Multiple Images!] A study on open-ended multi-image quality comparison: a dataset, a model and a benchmark.

66
miccunifi
miccunifi/QualiCLIP

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

52
DSL-FIQA
DSL-FIQA/DSL-FIQA

DSL-FIQA: Assessing Facial Image Quality via Dual-Set Degradation Learning and Landmark-Guided Transformer (CVPR 2024)

28
Last 12-months (absolute gain)
chaofengc
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...

2,003 (+921)
chaofengc
chaofengc/Awesome-Image-Quality-Assessment

A comprehensive collection of IQA papers

1,011 (+466)
mit
Kobaayyy
Kobaayyy/Awesome-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision

A Collection of Papers and Codes for CVPR2024/CVPR2021/CVPR2020 Low Level Vision

1,007 (+465)
Q-Future
Q-Future/Q-Align

③[ICML2024] [IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.

295 (+294)
photosynthesis-team
photosynthesis-team/piq

Measures and metrics for image2image tasks. PyTorch.

1,402 (+234)
apache-2.0
Last 12-months (relative gain)
Q-Future
Q-Future/Co-Instruct

④[ECCV 2024 Oral, Comparison among Multiple Images!] A study on open-ended multi-image quality comparison: a dataset, a model and a benchmark.

66 (+843%)
discus0434
discus0434/aesthetic-predictor-v2-5

SigLIP-based Aesthetic Score Predictor

141 (+729%)
agpl-3.0
miccunifi
miccunifi/ARNIQA

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

109 (+474%)
Kobaayyy
Kobaayyy/Awesome-Low-Level-Vision-Research-Groups

A Collection of Low Level Vision Research Groups

161 (+266%)
woshidandan
woshidandan/Long-Tail-image-aesthetics-and-quality-assessment

[ICML 2024, Official Code] First work to propose a solution to the long-tail problem in IAA. 首篇针对IAA中的长尾问题提出解决方案的工作

25 (+257%)