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neural-style-transfer's Introduction

Neural Style Transfer

With @ankmathur96

This is a PyTorch implementation of the paper A Neural Algorithm of Artistic Style with some alterations that we came up with and others based off Exploring the Neural Algorithm of Artistic Style.

The paper uses the outputs from running images through convolutional neural networks to create an image that matches the content profile of an image and uses the style profile of another image to create an image that displays the content of the first image in the style of the other.

Usage

In the input folder, create images of the format content_dataset-name.jpg and style_dataset-name.jpg. In the code, set the dataset name.

python3 neural.py

Results

Expressionist Flower Market Mountain in the style of Kandinsky Cubist Tiger Season Transfer Portraits

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