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ClipStyler is a text-to-image model that performs image style transfer based on textual descriptions. It takes as input a text prompt, which describes the desired style, and an image to be stylized. The model then combines these inputs to generate a new stylized image that matches the given text description. This allows users to easily transfer different artistic styles to their images using just text.

Use cases

ClipStyler has a wide range of potential use cases for technical users. One possible application is in the field of graphic design, where designers can use the model to quickly generate different artistic styles for their images without having to manually create or manipulate them in software. They can simply provide a text prompt describing the desired style, and ClipStyler will generate the corresponding stylized image. Another use case could be in the realm of virtual reality or video game development, where developers can leverage the model to create unique and visually appealing game assets. By inputting a text description of the desired style, they can generate realistic and stylized textures, backgrounds, and characters. Additionally, the model could be integrated into photo editing software, allowing users to easily apply different artistic filters to their images by simply describing the desired style in text. In terms of potential products or practical uses, there could be a standalone application specifically designed for artists and designers, allowing them to generate stylized images by providing text prompts. Another possibility is to integrate ClipStyler into existing design software, enabling users to access its functionality within their familiar design workflow. Furthermore, the model could be utilized in virtual reality applications to generate stunning and diverse environments. Lastly, there could also be a mobile app that allows users to easily apply different artistic styles to their photos using text descriptions.



Cost per run
Avg run time
Nvidia T4 GPU

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Summary of this model and related resources.

Model NameClipstyler
Image Style Transfer with Text Condition
Model LinkView on Replicate
API SpecView on Replicate
Github LinkView on Github
Paper LinkView on Arxiv


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