Neural Style Transfer Flutter App

Description

This project brings the captivating world of Neural Style Transfer to your mobile device through a user-friendly Flutter app. Seamlessly integrate the power of a Flask REST API for processing and model access, enabling you to transform images into artistic masterpieces inspired by renowned styles.

More about Neural style transfer - https://aihub.cloud.google.com/p/products%2Fd422cfe8-669a-4cc0-8695-46138988b718

Key Features:

• Intuitive Flutter UI: Enjoy a smooth and engaging user experience with a clear and intuitive design for selecting images, choosing styles, and viewing results.
• REST API Integration: Leverage the efficiency and scalability of a Flask API for image processing and model access, ensuring optimal performance regardless of device limitations.
• Stylistic Diversity: Experiment with a rich collection of pre-trained style models, encompassing iconic artistic movements and personalized options.
• Customization: Tailored to your creative vision, explore advanced settings to fine-tune results and unlock unique artistic expressions.

Prerequisites

• Python 3.x
• Sklearn
• Flask
• Tensorflow Ensure you have the required dependencies

Usage/Examples

1. Clone this repository:

git clone https://github.com/SanketMagodia/Neural-Style-Transfer-Flutter-App.git

2. Start the server

./server

   python app.py

3. Install flutter environment and run the app

./client
https://docs.flutter.dev/get-started/install

4. Navigate to the project directory in the notebook server.

5. Open and run each Jupyter Notebook individually.

App Usage

• click the image you want to apply style to
• click the style
• select number of iteration (more the iteration more time it'll take, better the style transfer)

Contributions

Contributions are welcome! If you have any suggestions, feature requests, or improvements, feel free to open an issue or submit a pull request.