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.

• UpdatedNov 17, 2025
• C++

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.

• UpdatedAug 6, 2024
• Jupyter Notebook

VRT: A Video Restoration Transformer (official repository)

• UpdatedJun 18, 2023
• Python

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

• UpdatedSep 27, 2024
• Python

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

• UpdatedAug 9, 2025
• Python

Towards Real-Time Diffusion-Based Streaming Video Super-Resolution — An efficient one-step diffusion framework for streaming VSR with locality-constrained sparse attention and a tiny conditional decoder.

• UpdatedNov 21, 2025
• Python

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

• UpdatedSep 5, 2021
• Python

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

• UpdatedDec 22, 2020

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

• UpdatedSep 16, 2024
• Python

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

• UpdatedOct 10, 2022
• Python

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

• UpdatedMay 30, 2025
• C++

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

• UpdatedJul 24, 2022
• Python

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

• UpdatedApr 2, 2024
• Python

Frame-Recurrent Video Super-Resolution (official repository)

• UpdatedAug 8, 2019

Video super resolution implemented in Pytorch

• UpdatedOct 8, 2019
• Python

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

• UpdatedOct 22, 2024
• Python

a collection of classic tensorflow & pytorch cnn models' implementation

• UpdatedMar 22, 2018
• Python

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

• UpdatedFeb 7, 2025
• Python

Super-resolution videos in macOS with Waifu2x.

• UpdatedJun 22, 2023
• Swift

The state-of-the-art VSR

• UpdatedJul 19, 2023