MPRNet VS involution

Compare MPRNet vs involution and see what are their differences.

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
Source Code
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involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator (by d-li14)
involution Operator Pytorch image-classification object-detection instance-segmentation semantic-segmentation cvpr2021 pre-trained-model
Source Code
arxiv.org
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MPRNet involution
1 6
1,106 1,306
- -
4.6 0.0
18 days ago almost 3 years ago
Python Python
GNU General Public License v3.0 or later MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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MPRNet

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

involution

Posts with mentions or reviews of involution. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-05-10.

What are some alternatives?

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

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

efficientdet-pytorch - A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

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

mmdetection - OpenMMLab Detection Toolbox and Benchmark

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

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

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

yolact_edge - The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.

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

unilm - Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

manydepth - [CVPR 2021] Self-supervised depth estimation from short sequences

MPRNet vs SwinIR involution vs efficientdet-pytorch MPRNet vs NAFNet involution vs mmdetection MPRNet vs Real-ESRGAN involution vs Im2Vec MPRNet vs tdanet involution vs yolact_edge MPRNet vs FBCNN involution vs unilm MPRNet vs Im2Vec involution vs manydepth