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The AnimeSR model is a deep learning model designed for super-resolution of animation videos. It enhances the quality of low-resolution videos by generating high-resolution images using a generative adversarial network (GAN). The model is specifically trained to handle the unique characteristics of animation videos, such as flat color regions and fine details. It has demonstrated superior performance compared to other super-resolution models when applied to anime videos, producing visually pleasing and detailed high-resolution outputs.

Use cases

The AnimeSR model has several potential use cases for a technical audience. One possible application is in the restoration of older animation videos that have low resolution due to outdated technology. By using the model to generate high-resolution images, these videos can be upgraded to modern standards without the need for manually redrawn frames. Another use case is in the creation of high-quality promotional materials for anime series. By inputting low-resolution clips from the series into the model, producers can quickly generate high-resolution still images for posters, websites, and other marketing materials. Additionally, the model could be used by animators and artists to upscale their own work, enabling them to showcase their creations in greater detail and clarity. Speculating on possible products or practical uses of this model, a software tool could be developed that allows users to easily apply the AnimeSR model to their own animation videos, providing a simple and efficient way to enhance and improve the quality of their content. This tool could be valuable for both professional animators and amateur enthusiasts looking to enhance the visual quality of their animations.


Cost per run
Avg run time
Nvidia T4 GPU

Creator Models

Photomaker Style$?88,382

Similar Models

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Try it!

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

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Summary of this model and related resources.

Model NameAnimesr
Real-World Super-Resolution Models for Animation Videos
Model LinkView on Replicate
API SpecView on Replicate
Github LinkView on Github
Paper LinkView on Arxiv


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

Model Rank
Creator Rank


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

Cost per Run$-
Prediction HardwareNvidia T4 GPU
Average Completion Time-