Image Denoising Networks Diffusion Models

There are 27 image denoising networks models tracked. 1 score above 50 (established tier). The highest-rated is zhangyi-3/IDR at 50/100 with 131 stars.

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#	Model	Score	Tier	Stars	Language
1	zhangyi-3/IDR Self-Supervised Image Denoising via Iterative Data Refinement (CVPR2022)	50	Established	131	Python
2	yinboc/liif Learning Continuous Image Representation with Local Implicit Image Function,...	47	Emerging	1,368	Python
3	XingangPan/deep-generative-prior Code for deep generative prior (ECCV2020 oral)	46	Emerging	516	Python
4	mv-lab/swin2sr [ECCV] Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and...	45	Emerging	676	Python
5	eliahuhorwitz/DeepSIM Official PyTorch implementation of the paper: "DeepSIM: Image Shape...	44	Emerging	425	Python
6	cszn/FFDNet FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising...	43	Emerging	546	MATLAB
7	sreyas-mohan/udvd Unsupervised Deep Video Denoising, ICCV 2021	42	Emerging	93	Jupyter Notebook
8	giddyyupp/AdvSegLoss Official Pytorch implementation of Adversarial Segmentation Loss for Sketch...	41	Emerging	44	Python
9	HavenFeng/TRUST Towards Racially Unbiased Skin Tone Estimation via Scene Disambiguation (ECCV2022)	39	Emerging	160	Python
10	YilinLiu97/FasterDIP-devil-in-upsampling [ICCV2023] The Devil is in the upsampling: Architectural Decisions Made...	38	Emerging	24	Python
11	alexander-koch/xmodality Code for the paper "Cross-modality image synthesis from TOF-MRA to CTA using...	37	Emerging	9	Python
12	trung-vt/LearningRegularizationParametersForTGV "Deep unrolling for learning optimal spatially varying regularisation...	37	Emerging	4	Jupyter Notebook
13	sharif-apu/BJDD_CVPR21 This is the official implementation of Beyond Joint Demosaicking and...	36	Emerging	72	Python
14	tgieruc/Noise2Noise_PyTorch Unofficial implementation of Noise2Noise (Lehtinen et al., 2018) using PyTorch	35	Emerging	6	Jupyter Notebook
15	WooKyoungHan/ABCD Official implementation of the CVPR'23 Paper "ABCD : Arbitrary Bitwise...	35	Emerging	28	Python
16	Kaminyou/Kernelized-Instance-Normalization [ECCV 2022] Official implementation of "Ultra-high-resolution unpaired stain...	33	Emerging	37	Python
17	jaewon-lee-b/ltew Learning Local Implicit Fourier Representation for Image Warping, in ECCV 2022	33	Emerging	52	Jupyter Notebook
18	Reyhanehne/CVF-SID_PyTorch Official implementation of the paper "CVF-SID: Cyclic multi-Variate Function...	31	Emerging	78	Python
19	hellloxiaotian/CTNet A cross Transformer for image denoising(Information Fusion, 2024)	31	Emerging	77	Python
20	SayantanDutta95/DIVA Deep Denoising by Quantum Interactive Patches. A deep neural network called...	29	Experimental	7	Jupyter Notebook
21	bu-cisl/DeepVIDv2 DeepVID v2: Self-Supervised Denoising with Decoupled Spatiotemporal...	29	Experimental	9	Python
22	astaka-pe/Dual-DMP Learning Self-prior for Mesh Denoising using Dual Graph Convolutional...	28	Experimental	44	Python
23	JK-the-Ko/Self2SelfPlus [arXiv Preprint] Official PyTorch Implementation of "Self2Self+:...	27	Experimental	17	Python
24	CVL-UESTC/FR-INR CVPR 2024-Improved Implicit Neural Representation with Fourier...	25	Experimental	99	Python
25	shizenglin/Unsharp-Mask-Guided-Filtering Code for "Unsharp Mask Guided Filtering, IEEE Transactions on Image Processing, 2021"	23	Experimental	38	Python
26	MarkoMilenovic01/EdgePreservingImageDenoisingPytorch PyTorch implementation of an edge-preserving image denoising network trained...	13	Experimental	—	Jupyter Notebook
27	MahanVeisi8/From-Chaos-to-Clarity-Denoising-Images-with-UNet-and-GANs ✨ Dive into image denoising magic! This project uses Attention U-Net and...	13	Experimental	11	Jupyter Notebook