FastAPI for Background Removal

This repository offers a powerful, Python-based FastAPI backend for:

Background Removal:

Isolate the main subject of an image by effortlessly removing its background. Background Replacement: Breathe new life into your images by replacing the removed background with a fresh choice.

Watermark Removal:

Eliminate unwanted watermarks, restoring the original cleanness of your images.

Features

• Simple and intuitive API: Get started quickly with well-documented endpoints.
• Versatile image format support: Handles popular formats like JPEG and PNG.
• Adapts to background complexity: Removes backgrounds from both simple and challenging scenes.
• Flexible background replacement: Choose from various options to customize your image edits.
• Powerful watermark removal: Detects and removes watermarks with a range of methods.
• Built with FastAPI for performance: Enjoy robust scalability and high throughput.

Installation Requirements:

• Python 3.7+
• pipenv (recommended)
• OpenCV
• NumPy
• FastAPI

Additional dependencies listed in requirements.txt pip install -r requirements.txt

Setup:

• Clone the repository: git clone https://github.com/your_username/img-bg-project.git

Install dependencies:

• With pipenv: pipenv install
• With pip: pip install -r requirements.txt

Running the API:

Start the FastAPI server:

• With pipenv: pipenv run uvicorn main:app --reload --port 8000 --host 0.0.0.0
• With pip: uvicorn main:app --reload --port 8000 --host 0.0.0.0

API Usage:

Demonstration Video