Real Esrgan A100

daanelson

AI model preview image
Real-ESRGAN is an image upscaling model designed to improve the resolution and quality of low-resolution images. It specifically utilizes the A100 architecture to enhance the performance and efficiency of the upscaling process. This model is particularly useful for tasks such as enhancing the quality of images for various applications in computer vision and image processing.

Use cases

- Enhancing the resolution and quality of low-resolution images in video and image editing software, allowing users to improve the visual appeal of their content. - Improving the clarity and detail of medical imaging, such as X-rays or MRI scans, enabling healthcare professionals to better analyze and diagnose conditions. - Enhancing the quality of surveillance footage, improving the ability to identify and analyze visual information in security systems. - Improving the visual fidelity of satellite imagery, making it easier to discern details from aerial photographs for applications such as urban planning or disaster response. - Enhancing the quality of images in virtual reality and augmented reality applications, creating a more immersive and realistic visual experience for users. - Improving the visual quality of graphical user interfaces (GUIs) in software applications, enhancing the user experience and making interfaces more visually pleasing and engaging. Possible products or practical uses: Real-ESRGAN could be integrated into existing image and video editing software to provide users with a more powerful upscaling tool. It could also be used as a standalone software application for individuals or businesses specializing in image enhancement services. Additionally, Real-ESRGAN could be integrated into camera systems, allowing for real-time upscaling and enhancement of video footage. The model could also be used to enhance the quality of images taken by smartphones or other devices with limited camera capabilities.

Image-to-Image

Pricing

Cost per run
$0.0023
USD
Avg run time
1
Seconds
Hardware
Nvidia A100 (40GB) GPU
Prediction

Creator Models

ModelCostRuns
Stable Diffusion Speed Lab$0.00693,121
Whisper Jax Hindi$0.018462
Motion_diffusion_model$?11,449
Some Upscalers$0.007712,739
Speedy Stable Diffusion Inpainting$0.2668309

Similar Models

Try it!

You can use this area to play around with demo applications that incorporate the Real Esrgan A100 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
Creatordaanelson
Model NameReal Esrgan A100
Description
Real-ESRGAN for image upscaling on an A100
TagsImage-to-Image
Model LinkView on Replicate
API SpecView on Replicate
Github LinkView on Github
Paper LinkNo paper link provided

Popularity

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

PropertyValue
Runs5,915,800
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$0.0023
Prediction HardwareNvidia A100 (40GB) GPU
Average Completion Time1 seconds