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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
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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