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GitHub topics: video-super-resolution

Eunjnnn/bfstvsr

[CVPR 2025] BF-STVSR: B-Splines and Fourier-Best Friends for High Fidelity Spatial-Temporal Video Super-Resolution

Language: Python - Size: 150 MB - Last synced at: about 1 hour ago - Pushed at: about 14 hours ago - Stars: 13 - Forks: 2

AaronFeng753/Waifu2x-Extension-GUI

Video, Image and GIF upscale/enlarge(Super-Resolution) and Video frame interpolation. Achieved with Waifu2x, Real-ESRGAN, Real-CUGAN, RTX Video Super Resolution VSR, SRMD, RealSR, Anime4K, RIFE, IFRNet, CAIN, DAIN, and ACNet.

Language: C++ - Size: 296 MB - Last synced at: 4 days ago - Pushed at: 17 days ago - Stars: 14,218 - Forks: 937

amanchadha/iSeeBetter

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

Language: C++ - Size: 581 MB - Last synced at: 7 days ago - Pushed at: 28 days ago - Stars: 365 - Forks: 68

open-mmlab/mmagic

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

Language: Jupyter Notebook - Size: 31.3 MB - Last synced at: 7 days ago - Pushed at: 9 months ago - Stars: 7,131 - Forks: 1,078

SuperMarcus/waifu2x-video-mac

Super-resolution videos in macOS with Waifu2x.

Language: Swift - Size: 24.8 MB - Last synced at: 5 days ago - Pushed at: almost 2 years ago - Stars: 127 - Forks: 16

Vchitect/VEnhancer

Official codes of VEnhancer: Generative Space-Time Enhancement for Video Generation

Language: Python - Size: 31 MB - Last synced at: 10 days ago - Pushed at: 7 months ago - Stars: 522 - Forks: 28

JingyunLiang/RVRT

Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)

Language: Python - Size: 2.81 MB - Last synced at: 9 days ago - Pushed at: over 2 years ago - Stars: 374 - Forks: 36

JingyunLiang/VRT

VRT: A Video Restoration Transformer (official repository)

Language: Python - Size: 12.7 MB - Last synced at: 11 days ago - Pushed at: almost 2 years ago - Stars: 1,429 - Forks: 135

Mukosame/Zooming-Slow-Mo-CVPR-2020

Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)

Language: Python - Size: 61.8 MB - Last synced at: 6 days ago - Pushed at: over 3 years ago - Stars: 922 - Forks: 154

sczhou/Upscale-A-Video

[CVPR 2024] Upscale-A-Video: Temporal-Consistent Diffusion Model for Real-World Video Super-Resolution

Language: Python - Size: 10.8 MB - Last synced at: 13 days ago - Pushed at: 7 months ago - Stars: 1,190 - Forks: 64

cliffordkleinsr/DE-SRFREN

Video restoration Processing Pipeline

Language: Python - Size: 8.56 MB - Last synced at: 10 days ago - Pushed at: about 1 year ago - Stars: 30 - Forks: 2

amanchadha/FRVSR-GAN

A Novel Approach to Video Super-Resolution using Frame Recurrence and Generative Adversarial Networks | Python3 | PyTorch | OpenCV2 | GANs | CNNs

Language: Python - Size: 167 MB - Last synced at: 14 days ago - Pushed at: almost 3 years ago - Stars: 64 - Forks: 13

Dixin-Lab/BFVR-STC

[CVPR 2025] Efficient Video Face Enhancement with Enhanced Spatial-Temporal Consistency

Language: Python - Size: 111 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 35 - Forks: 1

Omnidirectional-video-group/360_VSR

ICIP2024 challenge for 360 super resolution

Language: Python - Size: 857 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 5 - Forks: 0

codeslake/RefVSR

[CVPR 2022] Official PyTorch Implementation for "Reference-based Video Super-Resolution Using Multi-Camera Video Triplets"

Language: Python - Size: 83.5 MB - Last synced at: 5 days ago - Pushed at: about 1 year ago - Stars: 205 - Forks: 19

Pedrinzx32/image-to-video-api

API guide for integrating advanced image to video feature to your product or workflow.

Size: 1.95 KB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 1 - Forks: 0

abus-aikorea/rtx-upscaler

A Gradio-based GUI for enhancing old/low-quality videos with NVIDIA RTX technology. Using Maxine Video Effects SDK, this tool applies AI-powered Super Resolution and Artifact Reduction. Perfect for restoring vintage videos and enhancing low-resolution footage with real-time GPU acceleration.

Language: Python - Size: 8.71 MB - Last synced at: 21 days ago - Pushed at: 2 months ago - Stars: 3 - Forks: 1

YounggjuuChoi/Deep-Video-Super-Resolution

The state-of-the-art VSR

Size: 10.4 MB - Last synced at: 20 days ago - Pushed at: almost 2 years ago - Stars: 110 - Forks: 6

izhx/TC-YoukuVSRE

天池2019阿里巴巴优酷视频增强和超分辨率挑战赛自用代码,EDVR、WDSR、ESRGAN三个模型。

Language: Python - Size: 7.6 MB - Last synced at: 12 days ago - Pushed at: almost 6 years ago - Stars: 43 - Forks: 7

yulunzhang/video-enhancement

A list of resources for video enhancement, including video super-resolutio, interpolation, denoising, compression artifact removal et al..

Size: 19.5 KB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 577 - Forks: 74

Ascend-Research/Turtle

[ NeurIPS 2024 ] The official PyTorch implementation for Learning Truncated Causal History Model for Video Restoration.

Language: Python - Size: 71 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 51 - Forks: 6

avinashpaliwal/Deep-SloMo

Official PyTorch implementation of "Deep Slow Motion Video Reconstruction with Hybrid Imaging System" (TPAMI)

Language: Python - Size: 183 MB - Last synced at: 11 days ago - Pushed at: almost 5 years ago - Stars: 90 - Forks: 8

DachunKai/EvTexture

[ICML 2024] EvTexture: Event-driven Texture Enhancement for Video Super-Resolution

Language: Python - Size: 16.1 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 978 - Forks: 63

claudiom4sir/StableVSR

[ECCV 2024] Enhancing Perceptual Quality in Video Super-Resolution through Temporally-Consistent Detail Synthesis using Diffusion Models

Language: Python - Size: 69.3 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 60 - Forks: 1

Yazdi9/Video-Super-Resolution-ESRGAN

Video Super Resolution Using ESRGAN

Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: 8 months ago - Pushed at: about 2 years ago - Stars: 14 - Forks: 3

Yazdi9/SuperResolution_Animation_Video

Super Resolution for Cartoon Video

Language: Python - Size: 59.7 MB - Last synced at: 8 months ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 1

shaunhwq/visual_comparison

A comparison tool to aid image/video enhancement research

Language: Python - Size: 31.6 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 21 - Forks: 1

JihyongOh/FISR

[AAAI 2020] Official repository of FISR.

Language: Python - Size: 86.1 MB - Last synced at: 9 months ago - Pushed at: about 2 years ago - Stars: 75 - Forks: 11

iSiddharth20/Generative-AI-Based-Spatio-Temporal-Fusion

A Novel Approach leveraging Auto-Encoders, LSTM Networks and Maximum Entropy Principle for Video Super-Resolution (Upscaling and Frame Interpolation)

Language: Python - Size: 22.7 MB - Last synced at: 9 months ago - Pushed at: 10 months ago - Stars: 12 - Forks: 3

ChristophReich1996/DeepFoveaPP_for_Video_Reconstruction_and_Super_Resolution

DeepFovea++: Reconstruction and Super-Resolution for Natural Foveated Rendered Videos (PyTorch).

Language: Python - Size: 512 MB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 10 - Forks: 1

MediaTek-NeuroPilot/mai22-real-time-video-sr

The official codebase for the Real-Time Video Super-Resolution Challenge in Mobile AI (MAI) Workshop@ CVPR 2022 & Advances in Image Manipulation (AIM) Workshop @ ECCV 2022

Language: Python - Size: 9.09 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 76 - Forks: 10

HymEric/latest-development-of-ISR-VSR

Latest development of ISR/VSR. Papers and related resources, mainly state-of-the-art and novel works in ICCV, ECCV and CVPR about image super-resolution and video super-resolution.

Size: 63.5 KB - Last synced at: 12 months ago - Pushed at: about 3 years ago - Stars: 114 - Forks: 9

machinelearnear/video-super-resolution-youtube

Language: Jupyter Notebook - Size: 3.55 MB - Last synced at: 12 months ago - Pushed at: about 3 years ago - Stars: 13 - Forks: 2

Golbstein/EDVR_Keras

Keras implementation of EDVR: Video Restoration with Enhanced Deformable Convolutional Networks

Language: Python - Size: 16.4 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 40 - Forks: 8

ricardoborsoi/Adap_SRR

A New Adaptive Video Super-Resolution Algorithm With Improved Robustness to Innovations

Language: MATLAB - Size: 15.1 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 1

researchmm/FTVSR

[ECCV'22] FTVSR: Learning Spatiotemporal Frequency-Transformer for Compressed Video Super-Resolution

Language: Python - Size: 6.79 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 141 - Forks: 12

santurini/vsrlab

Video Super Resolution library that implements training and evaluation of video super resolution architectures. Metrics and SoA architectures are already implemented, for quick fine-tuning and evaluation.

Language: Python - Size: 263 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

imironhead/arc_research_resources

Language: Python - Size: 45.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

Zj-BinXia/SSL

This project is the official implementation of 'Structured Sparsity Learning for Efficient Video Super-Resolution', CVPR2023

Language: Python - Size: 1.31 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 80 - Forks: 5

HymEric/VSR-DUF-Reimplement

It is a re-implementation of paper named "Deep Video Super-Resolution Network Using Dynamic Upsampling Filters Without Explicit Motion Compensation" called VSR-DUF model. There are both training codes and test codes about VSR-DUF based tensorflow.

Language: Python - Size: 72.3 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 108 - Forks: 16

researchmm/TTVSR

[CVPR'22 Oral] TTVSR: Learning Trajectory-Aware Transformer for Video Super-Resolution

Language: Python - Size: 51.7 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 179 - Forks: 12

arnon-weinberg/Upscale-video-RSTT Fork of llmpass/RSTT

Upscale video super-resolution using RSTT

Language: Python - Size: 67.5 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

claudiom4sir/VideoRestoration

Video restoration based on deep learning: a comprehensive survey

Size: 35.2 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 0

Zheng222/VideoHDR

Language: Python - Size: 31.3 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 15 - Forks: 2

dariofuoli/RLSP

Official repository containing code and other material from the paper "Efficient Video Super-Resolution through Recurrent Latent Space Propagation" (https://arxiv.org/abs/1909.08080).

Language: Python - Size: 381 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 81 - Forks: 7

saikatdutta/FMU_STSR

Efficient Space-time Super Resolution using Flow and Mask Upsampling

Language: Python - Size: 122 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 3

thangvubk/video-super-resolution

Video super resolution implemented in Pytorch

Language: Python - Size: 1.22 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 189 - Forks: 41

linci8210/video-super-resolution

a collection of classic tensorflow & pytorch cnn models' implementation

Language: Python - Size: 115 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 160 - Forks: 24

msmsajjadi/FRVSR

Frame-Recurrent Video Super-Resolution (official repository)

Size: 4.51 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 191 - Forks: 27

buildist/VideoEnhancer

Video super-resolution and interpolation - EDVR and DAIN combined for easier non-academic use.

Language: Python - Size: 23 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 25 - Forks: 3

francomano/attention-video-super-resolution Fork of DaniAffCH/attention-video-super-resolution

A deep learning model that achieves video super-resolution tasks with temporal and spatial attention in cascade

Language: Python - Size: 172 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

dr413677671/SuperVideoSR-video-super-resolution-webapp

Language: Python - Size: 1.28 GB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 10 - Forks: 0

PlanNoa/video_super_resolution

Video Super Resolution with depth map and optical flow for unnatural object flow

Language: Python - Size: 32.7 MB - Last synced at: 6 days ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 1

gmlwns2000/sharkshark-4k

Upscale Twitch stream and restream into Twitch or RTMP or File.

Language: Python - Size: 188 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 14 - Forks: 1

arnon-weinberg/Upscale-interpolate-STARnet Fork of alterzero/STARnet

Upscale and interpolate video super-resolution using STARnet

Language: C++ - Size: 45.1 MB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

andreacoppari/ELSR-torch

Implementation of the paper "ELSR: Extreme Low-Power Super Resolution Network For Mobile Devices" using PyTorch.

Language: Jupyter Notebook - Size: 30.2 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 0

ryanxingql/winner-ntire22-vqe

Our method and experience of wining the NTIRE22 challenge on video quality enhancement

Size: 6.39 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 56 - Forks: 5

briancpark/video-super-resolution

Accelerating Video Super Resolution for Mobile Device

Language: Python - Size: 17.8 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

GeeveGeorge/Real-ESRGAN-Video-Batch-Process

Upscale any number of videos using this colab notebook!

Language: Jupyter Notebook - Size: 46.9 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 2

YounggjuuChoi/WAEN

Wavelet Attention Embedding Networks for Video Super-Resolution (ICPR 2020) - Official Repository

Language: Python - Size: 2.19 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

smu-ivpl/WAEN

Wavelet Attention Embedding Networks for Video Super-Resolution (ICPR 2020) - Official Repository

Language: Python - Size: 2.17 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 1

Related Keywords
video-super-resolution 61 super-resolution 37 pytorch 18 video-restoration 11 deep-learning 10 video 10 video-frame-interpolation 9 video-enhancement 8 convolutional-neural-networks 6 video-denoising 6 video-processing 6 computer-vision 5 vsr 5 frame-interpolation 5 video-deblurring 5 python 4 tensorflow 4 sr 4 generative-adversarial-network 4 esrgan 4 deblurring 3 gan 3 low-level-vision 3 denoising 3 video-sr 3 video-interpolation 3 restoration 3 attention-mechanism 3 diffusion-models 3 optical-flow 2 aigc-enhancement 2 machine-learning 2 text2image 2 real-esrgan 2 waifu2x 2 video-generation 2 transformer 2 vision-transformer 2 upscale-video 2 linux 2 space-time-video-super-resolution 2 image-restoration 2 pytorch-implementation 2 animation-video 2 cnn 2 gans 2 psnr 2 recurrent-neural-networks 2 srgan 2 ssim 2 generative-ai 2 anime 2 wavelet-transform 2 maximum-entropy-regularization 1 spatio-temporal-fusion 1 spatio-temporal-modeling 1 deep-fovea 1 deformable-convolutional-networks 1 fovea 1 foveated-rendering 1 machie-learning 1 neural-network 1 cvpr2022 1 eccv2022 1 colab-notebook 1 mediatek 1 tensorflow-lite 1 tensorflow2 1 collection 1 image-super-resolution 1 isr 1 amazon-sagemaker-lab 1 aws 1 twitch 1 image-enhancement 1 low-light-image-enhancement 1 image-denoising 1 video-comparison 1 4k-test-dataset 1 aaai 1 aaai2020 1 fisr 1 jupyter-notebook 1 joint-models 1 google-colab 1 denoise 1 vfi-sr 1 image-comparison 1 autoencoder 1 temporal-consistency 1 collaborate 1 implicit-neural-representation 1 lstm-autoencoder 1 lstm-neural-network 1 maxent-models 1 tensorrt 1 livestream 1 cvpr2018 1 fsrcnn 1 denoise-images 1