pytorch-neural-style-transfer VS pytorch-AdaIN

Compare pytorch-neural-style-transfer vs pytorch-AdaIN and see what are their differences.

pytorch-neural-style-transfer

Reconstruction of the original paper on neural style transfer (Gatys et al.). I've additionally included reconstruction scripts which allow you to reconstruct only the content or the style of the image - for better understanding of how NST works. (by gordicaleksa)
neural-style-transfer Machine Learning Deep Learning Python Pytorch non-photorealistic-rendering neural-style-transfer-pytorch neural-style-transfer-tutorial deep-learning-tutorial style-transfer
Source Code
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pytorch-AdaIN

Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017] (by naoto0804)
Pytorch style-transfer Cnn instance-normalization

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pytorch-neural-style-transfer pytorch-AdaIN
2 1
347 1,001
- -
0.0 0.0
over 3 years ago 4 months ago
Python Python
MIT License MIT License
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pytorch-neural-style-transfer

Posts with mentions or reviews of pytorch-neural-style-transfer. We have used some of these posts to build our list of alternatives and similar projects.

pytorch-AdaIN

Posts with mentions or reviews of pytorch-AdaIN. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-01-19.
  • [P] Can't finish my master's thesis. What to do?
    4 projects | /r/MachineLearning | 19 Jan 2022
    Thanks for the comment. I am using the 3d views directly. I tried to use some form of style transfer (https://github.com/naoto0804/pytorch-AdaIN) from real to synth data, but the result was'nt that appealing, so I moved on. I guess that it could be due to the fact that generally the real data that I have has low resolution (120x40 tipically). I ll have a check on the model that you suggested though, seems interesting.

What are some alternatives?

When comparing pytorch-neural-style-transfer and pytorch-AdaIN you can also consider the following projects:

pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]

contrastive-unpaired-translation - Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

cycle-gan-pytorch - This repository contains an implementation of the Cylce-GAN architecture for style transfer along with instructions to train on an own dataset.

neural-style-pt - PyTorch implementation of neural style transfer algorithm

style-transfer-pytorch - Neural style transfer in PyTorch.

prism - High Resolution Style Transfer in PyTorch with Color Control and Mixed Precision :art:

neural-style-tf - TensorFlow (Python API) implementation of Neural Style

stylized-neural-painting - Official Pytorch implementation of the preprint paper "Stylized Neural Painting", in CVPR 2021.

ada-conv-pytorch

style-transfer-app - An asynchronous dual application (web + Telegram bot) for stylization images.

pytorch-neural-style-transfer vs pytorch-lightning pytorch-AdaIN vs contrastive-unpaired-translation pytorch-neural-style-transfer vs cycle-gan-pytorch pytorch-AdaIN vs neural-style-pt pytorch-neural-style-transfer vs style-transfer-pytorch pytorch-AdaIN vs prism pytorch-neural-style-transfer vs neural-style-tf pytorch-AdaIN vs stylized-neural-painting pytorch-neural-style-transfer vs ada-conv-pytorch pytorch-AdaIN vs style-transfer-app pytorch-neural-style-transfer vs style-transfer-app pytorch-AdaIN vs style-transfer-pytorch