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README.md

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Here's a README.md file for your code:

Background Changing App

I always wanted to change the background of my picture without uploading them online so i tried writing a code to that for me. This is a Streamlit web application for changing the background of an person image. It allows users to upload an image containing a person, select a background from predefined options, and then removes the person from the foreground image and blends it with the selected background.

Setup

To run this application locally, follow these steps:

  1. Clone this repository:
git clone https://github.com/AbdullahMansoor123/image_background_changer
  1. Navigate to the cloned directory:
cd image_background_changer
  1. Install the required dependencies:
pip install -r requirements.txt
  1. Download the YOLO model weights file yolov8n-seg.pt and place it in the project directory.

Usage

After setting up the environment, you can run the Streamlit app using the following command:

streamlit run streamlit_app.py

Once the application starts, follow these steps:

  1. Upload an image containing a person using the file uploader.
  2. Select a background from the dropdown menu.
  3. Click the "Download" button to save the processed image with the new background.

Files and Directory Structure

  • app.py: Python script containing the Streamlit application code.
  • requirements.txt: File listing the Python dependencies required to run the application.
  • yolov8n-seg.pt: YOLO model weights file for person segmentation.
  • backgrounds/: Directory containing background images.

Dependencies

  • ultralytics: Python library for YOLO object detection.
  • streamlit: Python library for creating web applications.
  • Pillow: Python Imaging Library for image processing.
  • opencv-python: OpenCV library for image manipulation.
  • numpy: Library for numerical computing.

License

License

Streamlit App

Click here to check my -->Streamlit App