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Real Esrgan

cjwbw

AI model preview image
Real-ESRGAN is a deep learning model that performs image super-resolution, specifically targeting real-world scenarios. It is designed to enhance the clarity of low-resolution images, making them look more detailed and sharp. This model is capable of producing high-quality results even when the input image is noisy or contains artifacts, making it useful in various real-world applications such as medical imaging, surveillance footage, and satellite imagery.

Use cases

Real-ESRGAN, a deep learning model for image super-resolution, has numerous potential use cases for various industries. In the field of medical imaging, it could be employed to enhance the quality of low-resolution images, aiding doctors in the identification of finer details and potentially improving diagnostics. Similarly, in surveillance, Real-ESRGAN could enhance the sharpness and clarity of footage, assisting in the identification of individuals or objects. For satellite imagery, this model could enhance the resolution of images captured from space, enabling researchers and agencies to analyze the Earth's surface with greater detail and precision. In addition to these fields, Real-ESRGAN has the potential to be applied in industries such as photography, forensics, and art restoration, where the enhancement of image clarity and details is critical.

Image-to-Image

Pricing

Cost per run
$0.0132
USD
Avg run time
24
Seconds
Hardware
Nvidia T4 GPU
Prediction

Creator Models

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Eimis_​anime_​diffusion$?0
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Controlvideo$?1,834

Similar Models

Try it!

You can use this area to play around with demo applications that incorporate the Real Esrgan model. These demos are maintained and hosted externally by third-party creators. If you see an error, message me on Twitter.

Currently, there are no demos available for this model.

Overview

Summary of this model and related resources.

PropertyValue
Creatorcjwbw
Model NameReal Esrgan
Description
Real-ESRGAN: Real-World Blind Super-Resolution
TagsImage-to-Image
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
Runs1,329,155
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$0.0132
Prediction HardwareNvidia T4 GPU
Average Completion Time24 seconds