stitching
stitching is a free Python package for creating panoramas from image files or images already loaded in a program.
What stitching is
stitching is a free Python package for creating panoramas from image files or images already loaded in a program. Based on OpenCV’s stitching module, it provides a command-line interface and Python classes. The CLI can process JPG files in a directory, files matched by a wildcard, or images named explicitly. Python scripts can use the Stitcher and AffineStitcher classes, with custom settings such as a detector and confidence threshold.
Verbose mode saves intermediate results to help investigate stitching issues. The package also includes utilities and a Jupyter Notebook tutorial for examining details such as RANSAC matches and blended seam lines. It can be installed with pip or run using the project’s Docker image, which reads images from a mounted /data directory and saves its default result there as result.jpg. The maker recommends stitching-headless for server or cloud environments. The package is for Python 3 and is distributed under the Apache License 2.0. PyPI lists version 0.7.0, released September 5, 2026. The project was developed and used for research on automatically joining fragmented construction plans of hydraulic structures; questions are directed to GitHub Discussions.
Good
- Creates panoramas from files or loaded images
- Provides CLI and Python classes
- Verbose mode saves intermediate results
- Includes utilities for examining stitching details
- Distributed under Apache License 2.0
Watch out
- Python 3 only
- Maker recommends a separate headless package for server or cloud use
- Questions should go to GitHub Discussions, not the issue section
Who it suits
stitching suits Python users who want to create panoramas from image files or loaded images. Its CLI, Python classes, and Docker option offer several ways to run it, including server-oriented setups.
Verdict
stitching offers both command-line and Python workflows, with diagnostic tools for inspecting results. It is aimed at Python 3 environments, and the maker recommends stitching-headless for server or cloud use.
Plans and prices
From stitching's own pricing page, checked 9 Oct 2001.
| Plan | Price | What it gives you |
|---|---|---|
| Free / open source | Free | Python package · CLI · Docker image · Apache-2.0 license |
The facts
Each one read from stitching's own pages, with the date it was checked.
What it does
- Affine mode
- The package provides an AffineStitcher class corresponding to the CLI’s --affine parameter.checked 9 Oct 2001
- Analysis tutorial
- The project provides utility functions and a Jupyter Notebook tutorial for analyzing stitching, including RANSAC matches and blended seam lines.checked 9 Oct 2001
- CLI
- The installed command-line interface can stitch matching files in a directory or explicitly named images.checked 9 Oct 2001
- Command line
- Its CLI can stitch all JPG files in a directory, files matched by a wildcard, or explicitly listed images.checked 4 Oct 2001
- Configuration
- The Stitcher accepts custom settings, with detector and confidence_threshold shown as examples.checked 9 Oct 2001
- Debugging
- Verbose mode saves intermediate results, and the package includes utilities for examining stitching, including RANSAC matches and seam lines.checked 4 Oct 2001
- Diagnostics
- Verbose mode stores intermediate results to help investigate image stitching problems.checked 9 Oct 2001
- Distribution
- The package can be installed with pip or run using the project’s Docker image.checked 9 Oct 2001
- Docker behavior
- The Docker image reads images from a mounted /data directory and stores its default result there as result.jpg.checked 9 Oct 2001
- Headless use
- The README recommends installing stitching-headless for server environments such as Docker and cloud environments.checked 9 Oct 2001
- Install options
- The maker documents installation with pip and provides a Docker image; it recommends stitching-headless for server environments such as Docker and cloud environments.checked 4 Oct 2001
- Integrations
- The project is based on OpenCV and provides a Docker image named openstitching/stitch.checked 4 Oct 2001
- Intended use
- The package was developed and used for a research paper about automatic stitching of fragmented construction plans of hydraulic structures.checked 4 Oct 2001
- Latest release
- PyPI lists version 0.7.0, released September 5, 2026.checked 4 Oct 2001
- License
- The repository is licensed under Apache License 2.0.checked 9 Oct 2001
- Output
- The package creates panoramas from image files or already loaded images.checked 4 Oct 2001
- Package compatibility
- PyPI classifies the package as Python 3 only and lists a universal py3-none-any wheel.checked 4 Oct 2001
- Purpose
- Stitching is a Python package for fast and robust image stitching.checked 9 Oct 2001
- Python API
- The Stitcher class can create panoramas from filenames, wildcard patterns, or already loaded images.checked 9 Oct 2001
- Python use
- The package exposes Stitcher and AffineStitcher classes for use in Python scripts.checked 4 Oct 2001
- Research use
- The package was developed and used for a paper about automatically stitching fragmented construction plans of hydraulic structures.checked 9 Oct 2001
- Support
- The project directs questions to GitHub Discussions and asks users not to use the issue section for questions.checked 9 Oct 2001
- Underlying technology
- The package is based on OpenCV’s stitching module and inspired by its stitching_detailed.py command-line tool.checked 9 Oct 2001
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