https://github.com/ncdev2015/python-stitching-algorithm
Stitching algorithm in python
https://github.com/ncdev2015/python-stitching-algorithm
Last synced: over 1 year ago
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Stitching algorithm in python
- Host: GitHub
- URL: https://github.com/ncdev2015/python-stitching-algorithm
- Owner: ncdev2015
- Created: 2025-03-21T00:19:22.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-03-21T03:25:15.000Z (over 1 year ago)
- Last Synced: 2025-03-21T03:26:26.760Z (over 1 year ago)
- Language: Python
- Homepage:
- Size: 1.06 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Image Stitching Algorithm
This project demonstrates an image stitching algorithm using OpenCV to create a panorama from multiple images.
## Project Structure
```
main.py
images/
image1.jpg
image2.jpg
image3.jpg
image4.jpg
image5.jpg
image6.jpg
image7.jpg
panorama.jpg
```
- **`main.py`**: The main script that reads images, stitches them into a panorama, and displays the result.
- **`images/`**: Directory containing the input images and the output panorama.
## Requirements
- Python 3.6+
- OpenCV
- NumPy
- Matplotlib
Install the required Python packages using:
```sh
pip install opencv-python-headless numpy matplotlib
```
## Usage
1. Place the images you want to stitch in the `images/` directory.
2. Update the `image_files` list in `main.py` with the filenames of the images to be stitched.
3. Run the script:
```sh
python main.py
```
4. The resulting panorama will be saved as `images/panorama.jpg` and displayed along with the original images.
## Error Handling
The script handles the following errors:
- Missing or unreadable images.
- Insufficient images for stitching.
- Homography estimation failure.
- Camera parameter adjustment failure.
If an error occurs, it will be printed to the console.
## Example Output
After running the script, the stitched panorama will look like this (example):
## License
This project is licensed under the MIT License. See the [LICENSE](LICENSE) file for details.