https://github.com/mehassanhmood/neural-style-transfer

VGG19 --> Neural Style Transfer
https://github.com/mehassanhmood/neural-style-transfer

computer-vision deep-learning neural-style-transfer vgg19

Last synced: 17 days ago
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VGG19 --> Neural Style Transfer

• Host: GitHub
• URL: https://github.com/mehassanhmood/neural-style-transfer
• Owner: mehassanhmood
• Created: 2024-03-30T03:01:05.000Z (9 months ago)
• Default Branch: main
• Last Pushed: 2024-04-08T01:29:46.000Z (9 months ago)
• Last Synced: 2024-04-08T02:42:30.705Z (9 months ago)
• Topics: computer-vision, deep-learning, neural-style-transfer, vgg19
• Language: Jupyter Notebook
• Homepage:
• Size: 28.6 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Toronto Cityscape with Van Gogh's Starry Night - Neural Style Transfer

![Toronto Cityscape with Van Gogh's Starry Night](Generated-Images/combination_image_at_iteration_500.png)

## Overview

This project combines the iconic cityscape of Toronto with the timeless beauty of Vincent van Gogh's Starry Night painting using neural style transfer techniques. By fine-tuning the VGG-19 neural network architecture, we were able to apply the artistic style of Starry Night to the Toronto cityscape image, creating a unique and visually captivating result.

## Prerequisites

Before running this project, ensure you have the following dependencies installed:

- Python 3.x

- TensorFlow

- Keras

- NumPy

- OpenCV

- PIL

## Usage

1. **Clone the Repository:**

    ```bash

    git clone https://github.com/your_username/your_project.git](https://github.com/mehassanhmood/Neural-Style-Transfer.git

    ```

2. **Navigate to the Project Directory:**

    ```bash

    cd your_project

    ```

3. **Pass the image paths to the Neural Style Transfer Notebook:**

    Replace `toronto_cityscape.jpg` with your Toronto cityscape image and `starry_night.jpg` with your Van Gogh's Starry Night image. Adjust the output code block to specify the name of the styled output images.

4. **View the Result:**

    Once the script finishes execution, you can find the styled output image in the project directory.

## Credits

- Vincent van Gogh for his masterpiece, Starry Night.

- [University of Oxford's Visual Geometry Group (VGG)](https://www.robots.ox.ac.uk/~vgg/) for providing the VGG-19 model.

## License

This project is licensed under the [MIT License](LICENSE).