home/categories/machine-learning/ecnu-icalk-autoskill-skillbank-convskill-english-gpt4-8-numpy-panorama-stitching-pipeline-skill-md
machine-learningdata-ai

numpy-panorama-stitching-pipeline

Implements a robust panorama stitching pipeline using NumPy for geometric transformations (RANSAC, DLT, Warping) while comparing SIFT, SURF, and ORB features. Enforces reference-to-target matching and generates visualization/performance metrics.

ECNU-ICALK
maintainer
ECNU-ICALK
Updated 3/16/2026
Stars
304
Forks
34
quick start

Installation and usage

Implements a robust panorama stitching pipeline using NumPy for geometric transformations (RANSAC, DLT, Warping) while comparing SIFT, SURF, and ORB features. Enforces reference-to-target matching and generates visualization/performance metrics.

Installation
$ install --globalskills.sh
Usage

Once installed, you can use this skill by running the following command in your terminal:

skills use numpy-panorama-stitching-pipeline