Remove backgrounds from images using Meta's Segment Anything model. Upload your picture, and get back a clean image of the main subject with a transparent background!

Features

Seamless Background Removal: Leverage the power of Meta's Segment Anything model for accurate segmentation.

ModelBit Deployment: Deploy the model to ModelBit for easy cloud inference (instructions included).

Streamlit UI: User-friendly interface built with Streamlit for a smooth user experience.

Research Exploration: Delve into the research behind the project in the research.py file.

Future Feature: Stay tuned for upcoming WhatsApp sticker export functionality!

Why?

Customization: Edit your images exactly how you want, without limitations imposed by pre-defined backgrounds.

Control: Self-hosting or deploying the application yourself ensures your data privacy. No need to upload sensitive images to third-party services.

Ease of Use: Simple interface makes background removal accessible to anyone.

Get Started

• Clone the repository.
• Install dependencies (pip install -r requirements.txt)
• Deploy to ModelBit following the instructions in research.ipynb.
• Update api endpoint and run the application (streamlit run main.py)
• Or use research.ipynb to run locally