sczhou / Upscale-A-Video

Upscale-A-Video: Temporal-Consistent Diffusion Model for Real-World Video Super-Resolution
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aigc-enhancement deflicker video-diffusion-model video-super-resolution

Upscale-A-Video:
Temporal-Consistent Diffusion Model for Real-World Video Super-Resolution

Shangchen ZhouPeiqing YangJianyi WangYihang LuoChen Change Loy
S-Lab, Nanyang Technological University 

Upscale-A-Video is a diffusion-based model that upscales videos by taking the low-resolution video and text prompts as inputs.
:open_book: For more visual results, go checkout our project page ---

🔥 Update

🎬 Overview

overall_structure

🏞️ YouHQ Dataset

The datasets are hosted on Google Drive

Dataset Link Description
YouHQ-Train Google Drive 38,576 videos for training, each of which has around 32 frames.
YouHQ40-Test Google Drive 40 video clips for evaluation, each of which has around 32 frames.

📧 Contact

If you have any questions, please feel free to reach us at shangchenzhou@gmail.com or peiqingyang99@outlook.com.