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. (by swz30)

Restormer Alternatives

Similar projects and alternatives to Restormer

  • 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

  • InfluxDB

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  • NAFNet

    5 Restormer VS NAFNet

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

  • 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

  • transfiner

    Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022

  • MPRNet

    1 Restormer VS MPRNet

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  • DirectVoxGO

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  • WorkOS

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  • maxim

    [CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.

  • PatchFusion

    [CVPR 2024] An End-to-End Tile-Based Framework for High-Resolution Monocular Metric Depth Estimation

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better Restormer alternative or higher similarity.

Restormer reviews and mentions

Posts with mentions or reviews of Restormer. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-04-05.

Stats

Basic Restormer repo stats
3
1,537
3.8
10 days ago

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