Vang Gogh Style Transfer with Cycle GAN

This project uses a Cycle GAN model with identity loss to translate natural images into Vang Gogf-style images.

Table of Contents

• Sample Generations
• Installation
• Usage
• Dataset
• Training

Sample

These are the outputs samples from the model along with the inputs.

Installation

1. Clone the repository: bash

https://github.com/mahathibodela/Photo_to_VangGogh_style_converterr.git

3. Install the required dependencies: pip install -r requirements.txt

Usage

Pretrained Model

Download the pretrained model from this link for Vang Gogf's style

Generate Vang Gogf Style Images

1. Visit my Application.
2. On the Home page upload the image
3. Click on generate image button

Dataset

Datasets used are Vang Gogf images, Real images

Training

To look for the training references look up for the code directory and the jupyter notebooks in training_notebooks directory.