Stacked_DMSHN_bokeh VS MPRNet

Compare Stacked_DMSHN_bokeh vs MPRNet and see what are their differences.

Stacked_DMSHN_bokeh

Official Repository for our CVPRW (MAI'21) paper. (by saikatdutta)
bokeh-effect Pytorch Deep Learning image-to-image-translation bokeh-effect-rendering shallow-depth-of-field depth-of-field cvpr21 cvprw
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MPRNet

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising. (by swz30)
image-deblurring image-denoising image-deraining low-level-vision Computer Vision image-restoration multistage-network progressive-restoration Pytorch cvpr2021 cvpr21 cvpr-2021
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Stacked_DMSHN_bokeh MPRNet
1 1
20 1,116
- -
1.8 4.6
over 2 years ago about 1 month ago
Python Python
MIT License GNU General Public License v3.0 or later
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Stacked_DMSHN_bokeh

Posts with mentions or reviews of Stacked_DMSHN_bokeh. We have used some of these posts to build our list of alternatives and similar projects.

MPRNet

Posts with mentions or reviews of MPRNet. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing Stacked_DMSHN_bokeh and MPRNet you can also consider the following projects:

style-aware-discriminator - CVPR 2022 - Official PyTorch implementation of "A Style-Aware Discriminator for Controllable Image Translation"

SwinIR - SwinIR: Image Restoration Using Swin Transformer (official repository)

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

Real-ESRGAN - Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

tdanet - The pytorch implementation of the paper "text-guided neural image inpainting" at MM'2020 (oral)

FBCNN - Official Code for ICCV 2021 paper "Towards Flexible Blind JPEG Artifacts Removal (FBCNN)"

Im2Vec - [CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision

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

involution - [CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

Stacked_DMSHN_bokeh vs style-aware-discriminator MPRNet vs SwinIR MPRNet vs NAFNet MPRNet vs Real-ESRGAN MPRNet vs tdanet MPRNet vs FBCNN MPRNet vs Im2Vec MPRNet vs Restormer MPRNet vs involution