Image Alignment using ORB Features

This Python script aligns two images using ORB (Oriented FAST and Rotated BRIEF) features and homography transformation. It is useful for tasks such as image stitching and registration.

Usage

1. Clone the repository:

   git clone https://github.com/HiLakshya/ImageAlignment-OPENCV.git

2. Navigate to the repository directory:

   cd ImageAlignment-OPENCV

3. Run the script:

   python image_alignment.py

Example 1

Images Key Features

Images Alignment

Example 2

Images Key Features

Images Alignment

Requirements

• Python 3.12.1
• OpenCV (cv2)
• NumPy
• Matplotlib

Google Colab Notebook

Explore the image alignment process interactively using Google Colab. Click the link below to access the notebook:

Note: Make sure to upload your reference and test images directly within the Colab notebook environment.

References

• FreeCodeCamp

• OpenCV University