Image Stitcher – Seamless Panorama Creation Using OpenCV & G...

Image Stitcher – Seamless Panorama Creation Using OpenCV & Gradio

This project is a web-based image stitching tool built with Python, OpenCV, and Gradio. It enables users to upload multiple overlapping images and generate a seamless panoramic output with enhanced exposure and automatic perspective correction. Key Features:

Uses CLAHE (Contrast Limited Adaptive Histogram Equalization) to enhance the luminance channel and balance exposure across input images.

Utilizes OpenCV’s Stitcher class to intelligently align and blend images into a panoramic output.

Applies a bounding box and perspective transform to fix skew and crop black borders for a cleaner result.

Built with Gradio for a simple, interactive web interface that supports: Multiple image uploads, Real-time stitching preview, One-click stitched image download