hiteshkukreja100 / background-generator

Generate new background using GANs

Background-Generator

Generate new background using GenAI

Overview

Welcome to the Background Changer! This project leverages advanced image processing and generative adversarial networks (GANs) to offer a powerful and flexible tool for altering the backgrounds of images. Users can enjoy artistic backgrounds generated by GANs or upload their own custom backgrounds for personalized effects.

Features

1. Background Separation Image Matter for Separation: Utilizes state-of-the-art image segmentation techniques to accurately separate the foreground from the background, ensuring precise and clean results.
2. Artistic Background Generation GAN-Powered Creativity: Employs GANs to create stunning and unique artistic backgrounds, providing users with a variety of styles to choose from.
3. Custom Background Upload User-Provided Backgrounds: Offers the flexibility for users to upload their own background images, allowing for complete customization and personal touch.
4. High-Quality Output Seamless Integration: Ensures high-quality output with smooth blending between the foreground and the new background, maintaining the integrity and clarity of the original image.

Example

Input

Matte

New Background

Usage

clone the repo

Run the Streamlit App:

Navigate to the directory containing background_changer_app.py and run: bash streamlit run background_changer_app.py