https://github.com/kimomota/autostitch
AutoStitch++: Panoramic Image Stitching. The Implemention of (Automatic Panoramic Image Stitching using Invariant Features)
https://github.com/kimomota/autostitch
computer-vision image-processing image-stitching panorama panorama-image python
Last synced: about 1 month ago
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AutoStitch++: Panoramic Image Stitching. The Implemention of (Automatic Panoramic Image Stitching using Invariant Features)
- Host: GitHub
- URL: https://github.com/kimomota/autostitch
- Owner: KiMomota
- License: mit
- Created: 2025-07-08T09:03:46.000Z (3 months ago)
- Default Branch: main
- Last Pushed: 2025-08-05T00:51:57.000Z (2 months ago)
- Last Synced: 2025-08-17T13:19:15.694Z (about 2 months ago)
- Topics: computer-vision, image-processing, image-stitching, panorama, panorama-image, python
- Language: C++
- Homepage:
- Size: 45.9 MB
- Stars: 5
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# AutoStitch:Panoramic Image Stitching
## Introduction
>This repository demonstrates the implementation of AutoStitch in Python, based on the traditional image stitching pipeline using SIFT + RANSAC for robust matching. We provide a variety of configurable parameters for key stages including feature extraction , matching , seam estimation , and image blending .
>Our method achieves state-of-the-art (SOTA) performance when compared to traditional / deep learning-based methods. users can input all images captured from a single scene, and automatically return seamless panoramic image.
>On an AMD 9950X3D CPU , stitching 12 frames of 2K resolution images takes less than 3 seconds . If you have access to a GPU, enable CUDA acceleration by setting the parameter try_cuda=True for improved performance.
## File Structure
```
AutoStitch
├── images # Directory containing input images for stitching
├── Stitcher # Panorama stitching implemented in Python
│ ├── __init__.py # Marks the directory as a Python package
│ ├── Constant.py # Constants used throughout the project
│ └── main.py # Main script for stitching images
├── Stitcher++ # Panorama stitching implemented in C++
│ ├── README.md # Documentation specific to the C++ implementation
│ └── Stitcher.cpp # C++ source file for stitching logic
├── README.md # Project documentation
├── LICENSE # License information for the project
└── requirements.txt # Lists Python dependencies required for the project
```
## Installation
To run the AutoStitch project, you need to have Python installed on your machine. Additionally, you will need to install the required dependencies listed in `requirements.txt`.
1. Clone the repository:
```
git clone https://github.com/KiMomota/AutoStitch.git
cd AutoStitch
```
2. Install the required packages:
```
pip install -r requirements.txt
```
## Usage
To use the AutoStitch functionality, modify the path to the images you want to stitch.
Then run the `main.py` script with the path to the directory containing the images you want to stitch:
```
python Stitcher/main.py
```
## WebUI
We have provided a GUI for users to stitch images. Users can automatically adjust the parameters, and after selecting the input images, the image will display in panorama.
## FurtherMore
> we will release end-to-end model for image stitching. The code will be available soon.
> You are welcome to contact me via email for any questions or suggestions or issues.
> If you find this project helpful, please consider giving it a star ⭐ on GitHub.