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Refvsr Cvpr2022

codeslake

AI model preview image
The refvsr-cvpr2022 model is an image-to-image super-resolution model designed specifically for video frames. It takes a low-resolution (LR) video frame as input and super-resolves it to a high-resolution (HR) frame using a reference video frame. The model aims to enhance the resolution of ultra-wide-angle video frames by utilizing information from wide-angle reference frames.

Use cases

The refvsr-cvpr2022 model has numerous potential use cases in the field of video processing. One of the primary applications could be in video surveillance systems, where enhancing the clarity of ultra-wide-angle video frames would be crucial in accurately identifying individuals or objects. Another use case could be in the film and entertainment industry, where the model could be used for upscaling low-resolution video frames to achieve a higher level of detail and visual quality. Additionally, the model could have applications in video conferencing platforms, where it could improve the resolution of video feeds, resulting in a more immersive and high-quality communication experience. In terms of product possibilities, this AI model could be integrated into existing video processing software or even developed into a standalone software tool specifically designed for super-resolving video frames. It could also be implemented as a cloud-based service for developers and users to access and utilize the model's capabilities remotely.

Pricing

Cost per run
$0.0077
USD
Avg run time
14
Seconds
Hardware
Nvidia T4 GPU
Prediction

Creator Models

ModelCostRuns
Ifan Defocus Deblur$0.0011108,891

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Overview

Summary of this model and related resources.

PropertyValue
Creatorcodeslake
Model NameRefvsr Cvpr2022
Description

Super-resolves an LR video frame (ultra-wide) using a reference video frame...

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Tags
Model LinkView on Replicate
API SpecView on Replicate
Github LinkView on Github
Paper LinkView on Arxiv

Popularity

How popular is this model, by number of runs? How popular is the creator, by the sum of all their runs?

PropertyValue
Runs14,157
Model Rank
Creator Rank

Cost

How much does it cost to run this model? How long, on average, does it take to complete a run?

PropertyValue
Cost per Run$0.0077
Prediction HardwareNvidia T4 GPU
Average Completion Time14 seconds