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StyleCLIP is a model for text-driven manipulation of StyleGAN imagery. It allows users to change the appearance of an image by providing a textual description of the desired changes. The model combines a text encoder, image encoder, and a StyleGAN generator to generate a new image that matches the desired style described in the text. It enables fine-grained control over the synthesis process, allowing users to specify attributes and details of the image they want to change. StyleCLIP can generate realistic and controllable image modifications based on textual descriptions.

Use cases

StyleCLIP has a wide range of potential use cases for various industries and applications. In the fashion industry, companies could use this model to generate new clothing designs based on textual descriptions, allowing for quick prototyping and iteration. Interior designers and architects could use StyleCLIP to visualize and customize room designs based on textual descriptions provided by clients. In the advertising and marketing sector, this model could be utilized to create highly personalized and targeted imagery for campaigns based on textual inputs. Additionally, individuals could use StyleCLIP for creative purposes, such as generating unique digital artworks or transforming photographs based on textual descriptions of desired aesthetics. Overall, this AI model has the potential to revolutionize the way we interact with and manipulate visual content, opening up new opportunities for innovative products and practical applications in a wide range of industries.


Cost per run
Avg run time
Nvidia T4 GPU

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Summary of this model and related resources.

Model NameStyleclip
Text-Driven Manipulation of StyleGAN Imagery
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$0.00165
Prediction HardwareNvidia T4 GPU
Average Completion Time3 seconds