Video Super Resolution

The Video Super Resolution collection contains the required components to run the NVIDIA VFX SDK Video Super Resolution (VSR) effect, which performs video enhancement functionality such as online video super-resolution, high-bitrate video super-resolution, video denoising, video deblur, and transcode-optimized video enhancement.

This collection is part of the NVIDIA Video Effects SDK.

This feature is available for commercial/non-commercial use.

Technical Details

For detailed model architecture, specifications, training information, and ethical considerations, please visit the Video Super Resolution Model Page.

Installation

To install the Video Super Resolution feature:

Download the Video Effects SDK Core

To download the SDK Core package:

1. Navigate to the Video Effects SDK Core Resource
2. Choose the appropriate version for your platform, either <version>_windows or <version>_linux
3. Click Download to download the package

Install the Video Effects SDK Core and Features

To install the SDK Core and features, navigate to the VFX SDK Documentation and follow the installation instructions for Windows or Linux.

To install the Video Super Resolution feature using the install_feature.ps1 or install_feature.sh script, use the feature name nvvfxvideosuperres.

Try It Out

To try out the Video Super Resolution features, after downloading the SDK and feature, head over to the NVIDIA VFX SDK Sample Apps GitHub repository to download and compile the VideoEffectsApp application that demonstrates the Video Super Resolution functionality.

Documentation

User Guide: VFX SDK Documentation

Terms of Use

The use of NVIDIA Video Super Resolution Effect is governed by the NVIDIA SOFTWARE LICENSE AGREEMENT and Product-Specific Terms for NVIDIA AI Products. Use of the models is governed by the NVIDIA Open Model License.