Restormer
MPRNet
Restormer | MPRNet | |
---|---|---|
3 | 1 | |
1,554 | 1,106 | |
- | - | |
3.8 | 4.6 | |
23 days ago | 23 days ago | |
Python | Python | |
GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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Restormer
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[R] Restormer: Efficient Transformer for High-Resolution Image Restoration (CVPR2022--ORAL) + Colab Demo + Gradio Web Demo
Code for https://arxiv.org/abs/2111.09881 found: https://github.com/swz30/Restormer
- Restormer: Efficient Transformer for High-Resolution Image Restoration
MPRNet
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[R] Multi-Stage Progressive Image Restoration
Code for https://arxiv.org/abs/2102.02808 found: https://github.com/swz30/MPRNet
What are some alternatives?
SwinIR - SwinIR: Image Restoration Using Swin Transformer (official repository)
maxim-pytorch - [CVPR 2022 Oral] PyTorch re-implementation for "MAXIM: Multi-Axis MLP for Image Processing", with *training code*. Official Jax repo: https://github.com/google-research/maxim
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.
HRNet-Semantic-Segmentation - The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919
tdanet - The pytorch implementation of the paper "text-guided neural image inpainting" at MM'2020 (oral)
transfiner - Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022
FBCNN - Official Code for ICCV 2021 paper "Towards Flexible Blind JPEG Artifacts Removal (FBCNN)"
DirectVoxGO - Direct voxel grid optimization for fast radiance field reconstruction.
Im2Vec - [CVPR 2021 Oral] Im2Vec Synthesizing Vector Graphics without Vector Supervision