Search Results - RepositoryStats

515

4.1k

apache-2.0

55

SwinIR: Image Restoration Using Swin Transformer (official repository)

image-sr denoising deblocking restoration transformer decompression image-denoising image-deblocking low-level-vision super-resolution image-restoration vision-transformer image-super-resolution compression-artifact-reduction real-world-image-super-resolution lightweight-image-super-resolution

Created 2021-08-16

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

NAFNet megvii-research

251

2.0k

other

21

The state-of-the-art image restoration model without nonlinear activation functions.

deblur denoise pytorch eccv2022 image-denoising image-deblurring low-level-vision image-restoration stereo-super-resolution

Created 2022-04-10

73 commits to main branch, last one 2 months ago

Restormer swz30

211

1.6k

other

18

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

pytorch cvpr2022 transformer high-resolution image-deraining image-deblurring low-level-vision image-restoration motion-deblurring defocus-deblurring efficient-transformers

Created 2021-10-19

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

VRT JingyunLiang

123

1.3k

other

17

VRT: A Video Restoration Transformer (official repository)

sr video video-sr denoising deblurring restoration transformer video-denoising low-level-vision super-resolution video-deblurring video-restoration vision-transformer video-super-resolution

Created 2022-01-18

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

MPRNet swz30

185

1.1k

other

15

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

cvpr21 pytorch cvpr2021 cvpr-2021 computer-vision image-denoising image-deraining image-deblurring low-level-vision image-restoration multistage-network progressive-restoration

Created 2021-02-04

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

DeblurGANv2 VITA-Group

261

988

other

29

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

iccv pytorch ukraine iccv2019 deblurgan deep-learning low-level-vision generative-adversarial-network

Created 2019-08-10

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

maxim google-research

104

959

apache-2.0

14

[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.

mlp image dehazing denoising deraining deblurring retouching enhancement restoration transformer architecture computer-vision image-processing low-level-vision image-enhancement image-restoration

Created 2022-03-15

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

Awesome-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision Kobaayyy

101

800

unknown

30

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

209 commits to master branch, last one 4 days ago

MIRNet swz30

92

639

other

14

[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.

pytorch eccv2020 computer-vision image-denoising low-level-vision super-resolution image-enhancement image-restoration attention-mechanism multi-resolution-streams

Created 2020-03-11

36 commits to master branch, last one about a month ago

daclip-uir Algolzw

28

561

mit

8

[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.

prompt pytorch deep-learning image-dehazing shadow-removal face-inpainting image-denoising image-deraining image-desnowing vision-language diffusion-models image-deblurring low-level-vision image-restoration jpeg-artifacts-removal low-light-image-enhancement

Created 2023-09-30

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

swin2sr mv-lab

62

540

apache-2.0

12

[ECCV] Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-...

Created 2022-09-18

31 commits to main branch, last one 11 months ago

CycleISP swz30

70

480

other

15

[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis

pytorch raw2rgb rgb2raw cvpr2020 cycleisp data-synthesis computer-vision image-denoising low-level-vision image-restoration camera-imaging-pipeline

Created 2020-03-15

51 commits to master branch, last one about a month ago

Illumination-Adaptive-Transformer cuiziteng

44

434

apache-2.0

5

[BMVC 2022] You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction. SOTA for low light enhancement, 0.004 seconds try this for pre-proces...

bmvc pytorch low-level-vision image-enhancement image-restoration low-light-enhance transformer-models exposure-correction image-reconstruction transformer-architecture low-light-image-enhancement

Created 2021-12-08

311 commits to main branch, last one 3 months ago

MIRNetv2 swz30

54

375

other

6

[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement

tpami pytorch denoising high-resolution image-denoising image-processing low-level-vision image-enhancement image-restoration defocus-deblurring contrast-enhancement low-light-image-enhancement

Created 2021-08-04

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

night-enhancement jinyeying

30

370

mit

5

[ECCV2022] "Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression", https://arxiv.org/abs/2207.10564

glow flare glare night low-light nighttime restoration night-images deep-learning light-effects low-light-image low-level-vision nighttime-lights image-enhancement low-light-enhance low-light-image-enhancement

Created 2022-07-16

108 commits to main branch, last one 3 months ago

RVRT JingyunLiang

31

334

other

22

Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)

sr video video-sr denoising deblurring restoraton transformer video-denoising low-level-vision super-resolution video-deblurring video-restoration vision-transformer video-super-resolution

Created 2022-05-20

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

AISP mv-lab

33

299

unknown

12

AI Image SIgnal Processing and Computational Photography - Bokeh Rendering , Reversed ISP Challenge, Model-Based Image Signal Processors via Learnable Dictionaries. Official repo for NTIRE and AIM Cha...

aim isp ntire cvpr2022 eccv2022 denoising mobile-ai raw-image deblurring reversed-isp deep-learning computer-vision image-processing inverse-problems low-level-vision image-enhancement image-restoration computational-photography

Created 2022-06-06

29 commits to main branch, last one 2 months ago

PromptIR va1shn9v

20

282

other

5

PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]

pytorch image-dehazing image-denoising image-deraining low-level-vision image-restoration

Created 2023-06-14

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

MaskedDenoising haoyuc

10

230

unknown

4

[CVPR 2023] Masked Image Training for Generalizable Deep Image Denoising https://arxiv.org/abs/2303.13132

denosing image-denoising image-processing low-level-vision

Created 2023-03-20

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

FAST-VQA-and-FasterVQA VQAssessment

24

223

mit

5

[ECCV2022, TPAMI2023] FAST-VQA, and its extended version FasterVQA.

pytorch deep-learning low-level-vision quality-assessment video-quality-assessment end-to-end-machine-learning quality-assessment-framework blind-video-quality-assessment

Created 2021-12-31

84 commits to dev branch, last one 6 months ago

LESRCNN hellloxiaotian

32

218

unknown

2

Lightweight Image Super-Resolution with Enhanced CNN (Knowledge-Based Systems,2020)

cnn python27 cnn-pytorch deep-learning image-processing low-level-vision image-super-resolution information-refinement enhancement-and-compression lightweight-enhanced-network

Created 2020-05-27

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

BiT zzh-tech

8

201

mit

8

[CVPR2023] Blur Interpolation Transformer for Real-World Motion from Blur

cvpr dataset pytorch cvpr2023 deblurring beam-splitter deep-learning image-to-video computer-vision real-world-data low-level-vision video-deblurring image-enhancement image-restoration video-enhancement video-restoration pytorch-implementation video-frame-interpolation

Created 2023-03-06

10 commits to main branch, last one 7 months ago

SPANet stevewongv

53

199

other

12

Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset (CVPR'19)

cuda cupy pytorch cvpr2019 deraining computer-vision low-level-vision pytorch-extension

Created 2019-04-11

20 commits to master branch, last one 2 years ago

DC-ShadowNet-Hard-and-Soft-Shadow-Removal jinyeying

19

197

unknown

4

[ICCV2021]"DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network", https://arxiv.org/abs/2207.10434

shadow iccv-2021 restoration deep-learning shadow-removal low-level-vision

Created 2021-08-01

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

Q-Bench Q-Future

11

193

unknown

1

①[ICLR2024 Spotlight] (GPT-4V/Gemini-Pro/Qwen-VL-Plus+16 OS MLLMs) A benchmark for multi-modality LLMs (MLLMs) on low-level vision and visual quality assessment.

iclr gpt-4 low-level-vision quality-assessment large-language-models vision-language-dataset image-quality-assessment visual-large-language-models

Created 2023-09-25

115 commits to master branch, last one 3 months ago

BRDNet hellloxiaotian

31

189

unknown

12

Image denoising using deep CNN with batch renormalization(Neural Networks,2020)

cnn keras python python2 cnn-keras real-noise deep-learning image-denoising low-level-vision image-restoration residual-learning dilated-convolution batch-renormalization

Created 2019-11-09

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

Collaborative-Distillation MingSun-Tse

23

184

mit

12

[CVPR'20] Collaborative Distillation for Ultra-Resolution Universal Style Transfer (PyTorch)

low-level-vision model-compression neural-style-transfer knowledge-distillation

Created 2020-03-10

33 commits to master branch, last one 2 years ago

RIDCP_dehazing RQ-Wu

22

180

other

2

[CVPR 2023] | RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors

image vqgan dehaze pytorch cvpr2023 dehazing deep-learning image-dehazing image-processing low-level-vision real-image-dehazing real-image-processing

Created 2023-03-12

28 commits to master branch, last one 12 months ago

DocDiff Royalvice

19

180

mit

4

ACM Multimedia 2023: DocDiff: Document Enhancement via Residual Diffusion Models. Also contains 1597 red seals in Chinese scenes, along with their corresponding binary masks.

ocr dataset img2img pytorch math-ocr deblurring seal-removal deep-learning image-to-image diffusion-models low-level-vision super-resolution image-translation table-recognition documentation-tool document-binarization

Created 2023-03-19

44 commits to main branch, last one 6 months ago

KBNet zhangyi-3

23

179

mit

3

KBNet: Kernel Basis Network for Image Restoration

image-denoising image-deraining image-deblurring low-level-vision image-restoration

Created 2023-03-04

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