ReImage Fusion 🌟

ReImage Fusion: Unleash Your Imagination with AI-Powered Background Alchemy

Description:

ReImage Fusion is an innovative project that revolutionizes background replacement by integrating advanced AI and natural language processing. This tool enables users to provide a description of the background they envision for their images. The project then utilizes the state-of-the-art Stable Diffusion XL (SDXL) image generation model to bring that description to life, seamlessly replacing the original background.

How It Works:

1. Background Description : Users input a textual description of the background they envision for their image through the user-friendly interface.

2. AI Background Generation : ReImage Fusion utilizes the SDXL model to generate a background image based on the provided description. This background is designed to perfectly match the user's vision.

3. Resizing and Alignment : The generated background is resized to fit the dimensions of the target image, ensuring a seamless integration.

4. Automated Segmentation : The tool employs advanced image processing techniques to automatically segment the main subject from the original image, creating a precise mask.

5. Background Replacement : The segmented subject with the transparent background is superimposed onto the newly generated background, creating a final image that aligns with the user's description.

Benefits:

1. Natural Language Input : ReImage Fusion allows users to describe their desired background using natural language, making it accessible to a wide audience.

2. AI-Generated Backgrounds : The use of the powerful SDXL model ensures that the generated backgrounds are high-quality, contextually relevant, and visually appealing.

3. Effortless Integration : With automated subject segmentation, resizing, and superimposition, the tool streamlines the process of creating visually stunning images with custom backgrounds.

4. Creative Freedom : Users can enhance their images with backgrounds that match their specific vision, whether for artistic compositions, product photography, or storytelling.

ReImage Fusion redefines background replacement by combining user-provided descriptions with AI-generated backgrounds. It's a versatile tool that caters to both creative professionals and individuals seeking to elevate their visual content effortlessly and imaginatively.

Demo

demo.mp4

Run Locally

1. Clone the project

  git clone https://github.com/soorajks2002/ReImage-Fusion.git

2. Go to the project directory

  cd ReImage-Fusion

3. Install packages

  pip install streamlit rembg Pillow

4. Add API key

/api_key.py
        hugging_face_api_key = "HuggingFace access token"

If you don't have one, create one from here.

5. Start the application

  streamlit run app.py

Screenshots