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Stylecarigan

wonjongg

AI model preview image
The StyleCaricature model is a deep learning model based on StyleGAN that generates caricature portraits from input photographs. It is trained to learn the mapping between realistic face images and exaggerated caricature versions of those faces. The model achieves this by using feature map modulation, a technique that selectively amplifies or attenuates certain visual features in the image, such as the size of the nose or the prominence of the mouth. This allows the model to generate caricatures that capture the distinctive and exaggerated characteristics of a person's face while still maintaining a high level of realism.

Use cases

The StyleCaricature AI model has potential use cases in various industries. In entertainment, it could be utilized to create caricatured versions of actors or celebrities for promotional purposes. This could extend to the gaming industry, where characters in video games could be transformed into exaggerated caricatures based on real people. The fashion industry could benefit from this technology by generating caricatured avatars to showcase clothing designs. Additionally, this model could be integrated into social media platforms, allowing users to generate personalized caricatures of themselves to share with friends and followers. Possible products or practical uses include mobile apps that offer on-the-go caricature creation, AI-powered photo booths that generate caricature versions of users instantly, and even virtual reality applications that allow users to interact with caricatured versions of themselves in immersive environments.

Pricing

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

Creator Models

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Overview

Summary of this model and related resources.

PropertyValue
Creatorwonjongg
Model NameStylecarigan
Description
Caricature Generation via StyleGAN Feature Map Modulation
Tags
Model LinkView on Replicate
API SpecView on Replicate
Github LinkView on Github
Paper LinkView on Arxiv

Popularity

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PropertyValue
Runs5,272
Model Rank
Creator Rank

Cost

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