Restormer
DirectVoxGO
Restormer | DirectVoxGO | |
---|---|---|
3 | 1 | |
1,554 | 1,026 | |
- | - | |
3.8 | 0.0 | |
25 days ago | 12 months 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
DirectVoxGO
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[R] Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction
github: https://github.com/sunset1995/directvoxgo
What are some alternatives?
SwinIR - SwinIR: Image Restoration Using Swin Transformer (official repository)
gangealing - Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper Finalist)
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
multinerf - A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF
NAFNet - The state-of-the-art image restoration model without nonlinear activation functions.
nerfmm - (Arxiv 2021) NeRF--: Neural Radiance Fields Without Known Camera Parameters
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
hyperstyle - Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666
transfiner - Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022
MPRNet - [CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
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