From-Scratch CV Pipeline

Pixel Stitch

Upload overlapping photos and watch them merge into a seamless panorama — powered by hand-coded homography, RANSAC, and multi-band blending.

SIFT Features DLT Homography RANSAC Laplacian Blending Inverse Warping
Upload Images
Drag & drop or click — at least 3 overlapping photos, ordered left → right
① Left
JPG, PNG
② Center
JPG, PNG
③ Right
JPG, PNG
Enter your Hugging Face Space name (username/space-name). The Space must be running.
Connecting…
Stitching Results
Click any image to view fullscreen
Download Panorama Download Comparison
How It Works
Every step implemented from scratch — no cv2.Stitcher here
1SIFT Detect
2BF Match
3DLT Homography
4RANSAC Filter
5Inverse Warp
6Exposure Fix
7Laplacian Blend
8Smart Crop