GitPlanet

Cheap and reliable Node.js hosting starts at $3/month, and $1/month static HTML hosting

Created with love in Canada, visit hostnodejs.com today

Feel like to post an Ad? Learn Details
All Projects → byungsook → neural-flow-style

byungsook / neural-flow-style

Licence: MIT license
Neural Style Transfer for Fluids

Programming Languages

python
139335 projects - #7 most used programming language
Batchfile
5799 projects

Labels

liquid-simulationsneural-style-transfersmoke-stylizationsmoke-simulationsliquid-stylizationfluid-stylizationfluid-simulations

Projects that are alternatives of or similar to neural-flow-style

color-aware-style-transfer
Reference code for the paper CAMS: Color-Aware Multi-Style Transfer.
Stars: ✭ 36 (-64.36%)
Mutual labels:  neural-style-transfer
neural-style-transfer
艺术风格转换
Stars: ✭ 19 (-81.19%)
Mutual labels:  neural-style-transfer
GuneyOzsanOutThereMusicVideo
Procedurally generated, real-time, demoscene style, open source music video made with Unity 3D for Out There by Guney Ozsan.
Stars: ✭ 26 (-74.26%)
Mutual labels:  liquid-simulations
Domain-Aware-Style-Transfer
Official Implementation of Domain-Aware Universal Style Transfer
Stars: ✭ 84 (-16.83%)
Mutual labels:  neural-style-transfer
PyTorch-deep-photo-styletransfer
PyTorch implementation of "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511
Stars: ✭ 23 (-77.23%)
Mutual labels:  neural-style-transfer
deep-transfer
PyTorch implementation of "Universal Style Transfer via Feature Trasforms"
Stars: ✭ 72 (-28.71%)
Mutual labels:  neural-style-transfer
pytorch-neural-style-transfer-johnson
Reconstruction of the fast neural style transfer (Johnson et al.). Some portions of the paper have been improved by the follow-up work like the instance normalization, etc. Checkout transformer_net.py's header for details.
Stars: ✭ 85 (-15.84%)
Mutual labels:  neural-style-transfer
Neural-Zoom
Infinite Zoom For Style Transfer
Stars: ✭ 34 (-66.34%)
Mutual labels:  neural-style-transfer
Shakespearizing-Modern-English
Code for "Jhamtani H.*, Gangal V.*, Hovy E. and Nyberg E. Shakespearizing Modern Language Using Copy-Enriched Sequence to Sequence Models" Workshop on Stylistic Variation, EMNLP 2017
Stars: ✭ 64 (-36.63%)
Mutual labels:  neural-style-transfer
Keras-Style-Transfer
An implementation of "A Neural Algorithm of Artistic Style" in Keras
Stars: ✭ 36 (-64.36%)
Mutual labels:  neural-style-transfer
Houdini-Plugin-for-Tensorflow-Smoke-Stylization
Tensorflow implementation of Style Transfer for Smoke Simulations. Created as part of ETH Zurich Student Summer Research Fellowship
Stars: ✭ 33 (-67.33%)
Mutual labels:  smoke-stylization

Lagrangian Neural Style Transfer for Fluids

Tensorflow implementation of Lagrangian Neural Style Transfer for Fluids.

Byungsoo Kim, Vinicius C. Azevedo, Markus Gross, Barbara Solenthaler

Computer Graphics Laboratory, ETH Zurich

teaser

(Note that Transport-Based Neural Style Transfer for Smoke Simulations (TNST) implementation is moved to tnst branch.)

Requirements

This code is tested on Windows 10 with GTX 1080 (8GB) and the following requirements:

Run setup.bat for setup. (3rd parties must be installed manually).

Also download the pre-trained inception and vgg19 networks, and unzip it in data/model.

Usage

For details about parameters and examples, please take a closer look at run.bat and corresponding demo code, and for semantic transfer, see this page for pattern selection.

Results (smokegun, single frame)

single

Results (chocolate, sequence)

sequence

Results (dambreak2d, sequence)

sequence

Author

Byungsoo Kim / byungsook@github

Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].