Style Transfer using Deep Learning

This project leverages deep learning techniques to perform style transfer on images. By using neural networks, the project allows you to apply the artistic style of one image to the content of another, creating a unique blend of both.

Features

• Apply artistic styles to images using deep learning.
• Use pre-trained models for fast and high-quality results.
• Supports multiple styles and content images.
• User-friendly interface with real-time style application previews.

Installation

To set up this style transfer project on your local machine, follow the steps below:

1. Clone the Repository

   git clone https://github.com/username/style-transfer.git
   cd style-transfer

2. Set Up Virtual Environment (Optional but Recommended)

   python3 -m venv venv
   source venv/bin/activate   # On Windows: venv\Scripts\activate

3. Install Required Packages

   pip install -r requirements.txt

Usage

To start the style transfer application, use the following command:

python style_transfer.py --content_image  --style_image