https://github.com/olaviinha/neuralstyletransfer

Colabs for Neural Style Transfer.
https://github.com/olaviinha/neuralstyletransfer

artificial-neural-networks colab image-processing

Last synced: 11 months ago
JSON representation

Colabs for Neural Style Transfer.

• Host: GitHub
• URL: https://github.com/olaviinha/neuralstyletransfer
• Owner: olaviinha
• Created: 2020-07-26T13:41:33.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2021-07-02T07:46:03.000Z (almost 5 years ago)
• Last Synced: 2025-04-04T15:39:34.483Z (about 1 year ago)
• Topics: artificial-neural-networks, colab, image-processing
• Language: Jupyter Notebook
• Homepage:
• Size: 81.1 KB
• Stars: 4
• Watchers: 0
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# Neural Style Transfer (Colabs)

User-friendly Colab notebooks for Neural Style Transfer. Both notebooks are fully functional in Google Colab as of Jun 2021. The notebook for _style-transfer-pytorch_ is capable of producing larger images, as well as running **considerably faster** than the notebook for _Neural Style Transfer & Neural Doodles_. The notebooks produce quite different results though, so if you're not in a hurry, you may want to take both for a spin.

---

## Latest: style-transfer-pytorch

**Colab for:** [style-transfer-pytorch](https://github.com/crowsonkb/style-transfer-pytorch) (more precisely [this fork](https://github.com/olaviinha/style-transfer-pytorch)) 


**Paper:** A Neural Algorithm of Artistic Style https://arxiv.org/abs/1508.06576

This noteook is a **batch processor**: instead of individual images, it takes **directories** of content images and style images, and styles each content image with each style image in the directories, saving output images to output directory.

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/olaviinha/NeuralStyleTransfer/blob/master/NeuralStyleTransfer_crowsonkb.ipynb)

![image](https://user-images.githubusercontent.com/50331907/123553419-ba3a4280-d783-11eb-8c4c-0ddbf2bed57f.png)

---

## Older

**Colab for:** [Neural Style Transfer & Neural Doodles](https://github.com/titu1994/Neural-Style-Transfer) 


**Paper:** A Neural Algorithm of Artistic Style https://arxiv.org/abs/1508.06576

This noteook is a **batch processor**: instead of individual images, it takes **directories** of content images and style images, and styles each content image with each style image in the directories, saving output images to output directory.

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/olaviinha/NeuralStyleTransfer/blob/master/NeuralStyleTransfer_titu1994.ipynb)

![image](https://user-images.githubusercontent.com/50331907/123553416-b5758e80-d783-11eb-89d5-76e0a839b51d.png)