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AdaIN-style Alternatives
Similar projects and alternatives to AdaIN-style
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better AdaIN-style alternative or higher similarity.
AdaIN-style reviews and mentions
Posts with mentions or reviews of AdaIN-style.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-15.
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I will surely go to hell because of this one.
Except that SD will not be using any opted out content for new foundation models (https://techcrunch.com/2023/05/03/spawning-lays-out-its-plans-for-letting-creators-opt-out-of-generative-ai-training), anyone can train any content into models pretty quickly and easily, and one shot learning techniques that don't require training are becoming more prevalent where you can just show a model a picture (or a few) at generation time and it learns it instantly and uses the style (https://arxiv.org/abs/2304.03411, https://arxiv.org/abs/1703.06868). Not just artists, but everyone will need to get used to the generative reality we are now in. It's all pretty incredible stuff, a form of humanity distilled into a raw creative engine, also the fact most of it's happening in an open way that people can operate on their own machines (SD, Llama, etc)
- A deep dive into the new reference controlnets
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ControlNet V1.1.171 Update
reference_adain AdaIn (Adaptive Instance Normalization) from Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang and Serge Belongie, Cornell University https://arxiv.org/abs/1703.06868
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[D] Whats the current state of the art in image style transfer?
I think you could start by checking one of the earliest work for arbitrary style transfer Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization. Since, there have been plenty of works who have worked on extending/improving the normalization for better stylization such as: - Arbitrary Style Transfer with Style-Attentional Networks - Adaattn: Revisit attention mechanism in arbitrary neural style transfer In my opinion, these methods are usually for Art oriented applications because the generated images can lack of photorealism. If you are looking for more photorealistic generated images you can look at on of these papers: - Multimodal Unsupervised Image-to-Image Translation
- Implementing AdaIN style transfer
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www.saashub.com | 2 May 2024
Stats
Basic AdaIN-style repo stats
5
1,420
10.0
over 6 years ago
xunhuang1995/AdaIN-style is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of AdaIN-style is Lua.
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