involution VS MPRNet

Compare involution vs MPRNet and see what are their differences.

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

[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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involution MPRNet
6 1
1,306 1,103
- -
0.0 4.6
almost 3 years ago 16 days ago
Python Python
MIT License GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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.

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 involution and MPRNet you can also consider the following projects:

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

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

mmdetection - OpenMMLab Detection Toolbox and Benchmark

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

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

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

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

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

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

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

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

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