Neural Style Transfer ML Frameworks

Implementations and applications of neural style transfer techniques for artistic image transformation. Includes semantic style transfer, fast style transfer, and domain-specific variants (portraits, architecture, characters). Does NOT include general image-to-image translation, texture synthesis without style transfer, or non-neural artistic filters.

There are 54 neural style transfer frameworks tracked. 5 score above 50 (established tier). The highest-rated is rgeirhos/Stylized-ImageNet at 55/100 with 524 stars.

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#	Framework	Score	Tier	Stars	Language
1	rgeirhos/Stylized-ImageNet Code to create Stylized-ImageNet, a stylized version of standard ImageNet...	55	Established	524	Python
2	ProGamerGov/neural-style-pt PyTorch implementation of neural style transfer algorithm	51	Established	863	Python
3	cysmith/neural-style-tf TensorFlow (Python API) implementation of Neural Style	51	Established	3,114	Python
4	reiinakano/arbitrary-image-stylization-tfjs Arbitrary style transfer using TensorFlow.js	50	Established	1,208	JavaScript
5	gordicaleksa/pytorch-neural-style-transfer Reconstruction of the original paper on neural style transfer (Gatys et...	50	Established	445	Python
6	gsurma/style_transfer CNN image style transfer 🎨.	49	Emerging	281	Jupyter Notebook
7	abhiskk/fast-neural-style pytorch implementation of fast-neural-style	49	Emerging	429	Python
8	alexjc/neural-doodle Turn your two-bit doodles into fine artworks with deep neural networks,...	46	Emerging	9,879	Python
9	harveyslash/Deep-Image-Analogy-PyTorch Visual Attribute Transfer through Deep Image Analogy in PyTorch!	45	Emerging	113	Jupyter Notebook
10	lengstrom/fast-style-transfer TensorFlow CNN for fast style transfer ⚡🖥🎨🖼	43	Emerging	10,975	Python
11	deepeshdm/Neural-Style-Transfer Creating digital art using Neural Network based Style Transfer.	42	Emerging	55	Jupyter Notebook
12	RongLiu-Leo/IPST Instant Photorealistic Style Transfer	39	Emerging	29	Python
13	gafr/chainer-fast-neuralstyle-models Models for the chainer fast neuralstyle	39	Emerging	143	—
14	reiinakano/neural-painters-pytorch PyTorch library for "Neural Painters: A learned differentiable constraint...	39	Emerging	140	Jupyter Notebook
15	igreat/fast-style-transfer PyTorch implementation of the fast neural style transfer paper 🏎💨🖌️🎨🧠	39	Emerging	29	Python
16	semchan/NLUT code for NLUT: Neural-based 3D Lookup Tables for Video Photorealistic Style Transfer	39	Emerging	54	Python
17	neuralchen/awesome_style_transfer The style transfer paper collection in International CV conference	38	Emerging	110	—
18	DavidCai1111/style-transfer.js 👨‍🎨️ Generate novel artistic images in Node.js	37	Emerging	94	JavaScript
19	bensonruan/Neural-Style-Transfer Neural Style Transfer	37	Emerging	21	HTML
20	giuseppebonaccorso/Neural_Artistic_Style_Transfer Keras based Neural Style Transfer	36	Emerging	6	Python
21	hkust-vgd/architectural_style_transfer Code and data release for ICCP 2022 paper "Time-of-Day Neural Style Transfer...	35	Emerging	42	Python
22	divy-14/Neural-Style-Transfer This is a streamlit application created to demonstrate Neural Style Transfer.	34	Emerging	5	Python
23	deeparteffects/deepart-api-html-js-example Style transfer API for Javascript: An example HTML Javascript webpage and...	33	Emerging	34	JavaScript
24	CedricCaruzzo/Neural-Style-Transfer Implementation of Neural Style Transfer based on the original paper by Gatys...	32	Emerging	4	Jupyter Notebook
25	francescobrigante/Audio-Style-Transfer Neural Audio Style Transfer between piano and violin using GAN-based...	32	Emerging	4	Jupyter Notebook
26	ProGamerGov/Neural-Tile A better tiling script for Neural-Style	32	Emerging	36	Shell
27	puneet29/stylizeapp A flask website for style transfer	31	Emerging	34	JavaScript
28	deeparteffects/deepart-api-android-example Style transfer API for Android: An example android app for neural style...	30	Emerging	13	Java
29	INSEAIT/art-generation-with-neural-networks A style transfer application that is able to apply a new style to an image...	29	Experimental	7	Python
30	garynewby/RealtimeFastStyleTransfer Realtime fast style transfer in the web browser using webdnn	28	Experimental	9	JavaScript
31	deeparteffects/deepart-api-java-example Style transfer API for JAVA: An example JAVA GUI application for neural...	27	Experimental	6	Java
32	Suvoo/Image-Style-Transfer-Using-CNNs Implementation of Image Style Transfer Using CNNs using Pytorch.	27	Experimental	19	Jupyter Notebook
33	kgeorgiev42/Style-AI Implementing the Neural Style Transfer algorithm for creating artistic...	25	Experimental	7	JavaScript
34	Snigdho8869/DeepDream-StyleTransfer Explore image transformations with DeepDream Algorithm and Neural Style...	23	Experimental	4	Jupyter Notebook
35	Aniike-t/Style-Transfer Project to utilise the capabilities of Pre trained models	22	Experimental	2	Jupyter Notebook
36	shikharvaish28/neural-style Py-Torch implementation of neural style algorithm(Style-transfer)	21	Experimental	7	Jupyter Notebook
37	rashiedomar/ArtStyleNET Deep learning-based artistic style similarity detection using ResNet, PCA,...	20	Experimental	3	Jupyter Notebook
38	wolfhoundgelert/imgstyler_bot Hi! I'm Image Styler - Telegram Bot. Send me 2 photos and I'll take the...	20	Experimental	5	Jupyter Notebook
39	boromir674/neural-style-transfer Re-paint any image with the style of another image using a neural style...	19	Experimental	4	Python
40	ramonus/deep-style-transfer Neural Deep style transfer Gatys implementation on julia	19	Experimental	3	Julia
41	Danielto1404/ssat-make-transfer-utils Implementation of SSAT model makeup transfer	14	Experimental	5	Jupyter Notebook
42	tejashah88/Neural-Art-Server Server code exposing "neural-style" to the respective app (Neural Art...	13	Experimental	—	JavaScript
43	ayus1234/Neural-Style-Transfer This project implements Neural Style Transfer using TensorFlow and the VGG19...	13	Experimental	—	Python
44	SystemErrorWang/FacialStylization Facial stylization with 4 different styles	12	Experimental	8	—
45	widium/Neural-Style-Transfer Recreate "A Neural Algorithm of Artistic Style" Paper with Tensorflow with...	12	Experimental	7	Jupyter Notebook
46	huangxinping/XingZi-tf-keras Neural Style Transfer For Chinese Characters, implemented in Tensorflow 2,...	12	Experimental	5	Jupyter Notebook
47	FairozAhmadSheikh/NeuroPalette A Flask-based web app that uses deep learning (Neural Style Transfer with...	12	Experimental	3	Python
48	avnCode/DL-Neural-Style-Transfer Neural Style Transfer is one of the latest and most fascinating Deep...	12	Experimental	6	Jupyter Notebook
49	servusdei2018/stylor [WIP] edge-optimized neural style transfer using Intel oneDNN	11	Experimental	—	C++
50	huangxinping/Rewrite-tf-keras Neural Style Transfer For Chinese Characters, by Rewrite, implemented in...	11	Experimental	3	Jupyter Notebook
51	sammdu/style-transfer-vgg16 Style Transfer Algorithm created using TensorFlow and the VGG16 model.	11	Experimental	—	Jupyter Notebook
52	iamsuvhro/Style-Transfer-Using-Tensorflow In this repo i am implementing a paper of style transfer from scratch using...	11	Experimental	—	Jupyter Notebook
53	eter5nityforce-oss/artistic-style-forge 예술적 스타일 대장간	11	Experimental	—	Python
54	simoninithomas/style-transfer-pytorch A Style Transfer agent that applies La Joconde's style to any picture [PROTOTYPE]	10	Experimental	2	Jupyter Notebook

Comparisons in this category

neural-style-tf and fast-style-transfer (51 vs 43) neural-style-pt and neural-style-tf (51 vs 51) neural-style-tf and fast-neural-style (51 vs 49) neural-style-tf and Neural-Style-Transfer (51 vs 42) neural-style-tf and Neural-Style-Transfer (51 vs 37) neural-style-tf and Neural_Artistic_Style_Transfer (51 vs 36) neural-style-pt and pytorch-neural-style-transfer (51 vs 50) arbitrary-image-stylization-tfjs and style-transfer.js (50 vs 37) neural-style-pt and fast-neural-style (51 vs 49) arbitrary-image-stylization-tfjs and Neural-Style-Transfer (50 vs 37)