FastPhotoStyle

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FastPhotoStyle is an open-source photo editing tool that transfers the style of one image to another using deep learning. It provides a photorealistic image stylization solution documented in an ECCV 2018 paper.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is FastPhotoStyle?

FastPhotoStyle is an open-source photo editing tool developed by NVIDIA, designed for photorealistic image stylization. It allows users to transfer the artistic style from a 'style photo' to a 'content photo' using deep learning techniques. The underlying algorithm is detailed in an ECCV 2018 paper, offering a closed-form solution for image stylization. The tool is licensed under CC BY-NC-SA 4.0, making it suitable for research and development in computer vision and graphics. It provides various scripts for demonstration, model downloading, and processing stylization, including options for segmentation-aware stylization.

Best used for

Ideal for photographers and graphic designers who need to apply unique artistic styles to their images or experiment with advanced stylization techniques. Especially valuable for researchers and developers interested in computer vision and deep learning applications for image manipulation.

Common actions

transfer image style

stylize photos

experiment with deep learning

deepfakeautomated workflowlow-code/no-codeopen-sourceworkflowscollaborationgithub copilot"AI Agents"face swapping

Capabilities

Key features

Photorealistic style transfer
Deep learning based
Segmentation-aware stylization
PyTorch implementation
Open-source code

Target Audience

photographergraphic designer

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What kind of style transfer does FastPhotoStyle perform?

FastPhotoStyle specializes in photorealistic image stylization. Unlike some style transfer methods that produce artistic or painterly results, this tool aims to transfer the style of one photo to another while maintaining the photorealistic quality of the content image.

What are the technical requirements to use FastPhotoStyle?

As an open-source project, FastPhotoStyle requires a technical understanding to set up and run. It is implemented in PyTorch and necessitates a compatible environment, including Python and relevant deep learning libraries, for execution and experimentation.

Can FastPhotoStyle be used for commercial projects?

FastPhotoStyle is licensed under CC BY-NC-SA 4.0. This license typically permits non-commercial use with attribution and requires sharing derivatives under the same license. For commercial applications, users should carefully review the full license terms or seek alternative solutions.

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