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Top 23 style-transfer Open-Source Projects
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transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
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deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
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deep-motion-editing
An end-to-end library for editing and rendering motion of 3D characters with deep learning [SIGGRAPH 2020]
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stylized-neural-painting
Official Pytorch implementation of the preprint paper "Stylized Neural Painting", in CVPR 2021.
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DCT-Net
Official implementation of "DCT-Net: Domain-Calibrated Translation for Portrait Stylization", SIGGRAPH 2022 (TOG); Multi-style cartoonization
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Few-Shot-Patch-Based-Training
The official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training
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BlendGAN
Official PyTorch implementation of "BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation" (NeurIPS 2021)
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Styleformer
A Neural Language Style Transfer framework to transfer natural language text smoothly between fine-grained language styles like formal/casual, active/passive, and many more. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.
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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.
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
style-transfer discussion
style-transfer related posts
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G'mic 3.4.0: Image Processing in Its Prime
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EbSynth – Transform Video by Painting over a Single Frame
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List of Stable Diffusion research softwares that I don't think gotten widespread adoption.
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Tips to hide waistband?
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Heal tool
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Please react to this!
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Removing text from video
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A note from our sponsor - SaaSHub
www.saashub.com | 15 Jun 2026
Index
What are some of the best open-source style-transfer projects? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | transferlearning | 14,333 |
| 2 | fast-style-transfer | 10,971 |
| 3 | deep-learning-v2-pytorch | 5,490 |
| 4 | animegan2-pytorch | 4,455 |
| 5 | VToonify | 3,598 |
| 6 | neural-style-tf | 3,113 |
| 7 | resynthesizer | 1,819 |
| 8 | deep-motion-editing | 1,699 |
| 9 | DualStyleGAN | 1,686 |
| 10 | ebsynth | 1,657 |
| 11 | Neural-Style-Transfer-Papers | 1,640 |
| 12 | Style-Transfer-in-Text | 1,623 |
| 13 | stylized-neural-painting | 1,599 |
| 14 | Deep-Image-Analogy | 1,374 |
| 15 | arbitrary-image-stylization-tfjs | 1,208 |
| 16 | neural-style-pt | 862 |
| 17 | DCT-Net | 826 |
| 18 | Few-Shot-Patch-Based-Training | 627 |
| 19 | BlendGAN | 505 |
| 20 | Styleformer | 494 |
| 21 | style-transfer-pytorch | 492 |
| 22 | pytorch-neural-style-transfer | 447 |
| 23 | cartoonify | 407 |
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