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neural-style VS Arbitrary Image Stylization

Compare neural-style VS Arbitrary Image Stylization and see what are their differences

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neural-style logo neural-style

Torch implementation of neural style algorithm (NST)

Arbitrary Image Stylization logo Arbitrary Image Stylization

Arbitrary image stylization totally in the browser using TensorFlow.js.
  • neural-style Landing page
    Landing page //
    2023-10-20
  • Arbitrary Image Stylization Landing page
    Landing page //
    2019-09-23

neural-style features and specs

No features have been listed yet.

Arbitrary Image Stylization features and specs

  • Flexibility
    Arbitrary Image Stylization allows users to apply a wide range of styles to an image without being restricted to pre-defined styles. This provides a high level of creative freedom for artists and developers.
  • Real-time Processing
    With technologies like TensorFlow.js, arbitrary image stylization can be performed in real-time within web browsers. This means users can see the style being applied instantly, which enhances user experience.
  • No Pre-training Required
    Unlike traditional style transfer that might require pre-training on specific styles, arbitrary image stylization can handle new styles on the fly without the need for additional training.

Possible disadvantages of Arbitrary Image Stylization

  • Quality Variability
    The quality of the style transfer can be inconsistent, especially when applying complex or very abstract styles. Results may not always match user expectations.
  • Performance Demands
    Real-time arbitrary style transfer can be computationally expensive, requiring powerful hardware, which might not be feasible for all devices, particularly mobile ones.
  • Limited Complexity
    While arbitrary stylization is flexible, it may not capture intricate details of certain styles as accurately as a model trained specifically on that style.

Category Popularity

0-100% (relative to neural-style and Arbitrary Image Stylization)

neural-style

Arbitrary Image Stylization

Digital Drawing And Painting
43 43%
Digital Drawing And Painting
57% 57
Image Editing
50 50%
Image Editing
50% 50
Graphic Design Software
47 47%
Graphic Design Software
53% 53
Photography Tools
45 45%
Photography Tools
55% 55

User comments

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Social recommendations and mentions

Based on our record, neural-style should be more popular than Arbitrary Image Stylization. It has been mentiond 4 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

neural-style mentions (4)

  • Are there any simple pytorch neural networks to combine pictures?
    Also Saw one https://github.com/jcjohnson/neural-style that is not the goal also way complicated. Source: over 3 years ago
  • I make AI Generated Architecture Art. Should I make some NFTs?
    This particular one was produced using the code from - https://github.com/jcjohnson/neural-style. Source: over 3 years ago
  • I'm looking for a Deep Dream desktop software with full settings management
    Sorry if I missed some Tips, Tricks, Guides, link or content which could answer my question in a bit. I had a very good time a few years ago using the Neural Style by JC Johnson with some picture of mine, on my old iMac CPU powered only. Source: almost 4 years ago
  • Best AMI to play with Neural Styles
    a bit of context: I'm a web developer (js, php, css, json ...etc.). Loving photography, in the past I succesfully installed and made some satisfing experiment on image neural styles transfer (on my old iMac with no GPU) with Neural Style by jcjohnson. Source: almost 4 years ago

Arbitrary Image Stylization mentions (2)

  • I’m a filmmaker, what sort of lens or optics contraption do I need to achieve this effect? (painting by Eugene Jansson)
    You might have better luck with a machine learning post processing effect, such as style transfer: Https://reiinakano.com/arbitrary-image-stylization-tfjs/. Source: over 3 years ago
  • StyleGAN Desert
    Pictures I took while mountain biking in vegas and stylized. Created with https://reiinakano.com/arbitrary-image-stylization-tfjs/ Seems promising for more development. I want to get rid of some of the visible rectangles and make the color more constant to get rid of that angled rectangle look. Source: over 4 years ago

What are some alternatives?

When comparing neural-style and Arbitrary Image Stylization, you can also consider the following products

neural-style-pt - PyTorch implementation of neural style transfer algorithm (NST).

Deep Art Effects - Deep Art Effects transforms your photos and videos into works of neural art using artistic style transfer of famous artists.

Ostagram.me - Combine images to create your own masterpiece.

Prisma - Art filters using artificial intelligence to transform your photos into classic artwork.

Moonlighting.io Painnt - Use neural networks to turn your photos into vibrant art masterpieces!

Deep Dream Generator - Create inspiring visual content in a collaboration with our AI enabled tools.

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