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moved images and gifs for readme into docs/assets to avoid duplicates
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franioli committed Jan 24, 2024
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| SIFT | DISK | IMAGES ORIENTATION | DENSE WITH ROMA |
| ------------------------------------------------ | -------------------------------------------------- | ---------------------------------------------------- | ---------------------------------------------- |
| <img src='assets/matches_sift.gif' height="100"> | <img src='assets/matches_joined.gif' height="100"> | <img src='assets/orientation_deep.gif' height="100"> | <img src='assets/roma_dense.gif' height="100"> |
| <img src='docs/assets/matches_sift.gif' height="100"> | <img src='docs/assets/matches_joined.gif' height="100"> | <img src='docs/assets/orientation_deep.gif' height="100"> | <img src='docs/assets/roma_dense.gif' height="100"> |

| SIFT | SUPERGLUE |
| ------------------------------------------------ | ---------------------------------------------------- |
| <img src='assets/temple_rsift.gif' height="165"> | <img src='assets/temple_superglue.gif' height="165"> |
| <img src='docs/assets/temple_rsift.gif' height="165"> | <img src='docs/assets/temple_superglue.gif' height="165"> |


Multivew matcher for SfM software. Support both deep-learning based and hand-crafted local features and matchers and export keypoints and matches directly in a COLMAP database or to Agisoft Metashape by importing the reconstruction in Bundler format. It supports both CLI and GUI. Feel free to collaborate!
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## Colab demo

Want to run on a sample dataset? ➡️ [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/3DOM-FBK/deep-image-matching/blob/master/notebooks/colab_run_from_bash_example.ipynb)
Want to run on a sample dataset? ➡️ [![Open In Colab](https://colab.research.google.com/docs/assets/colab-badge.svg)](https://colab.research.google.com/github/3DOM-FBK/deep-image-matching/blob/master/notebooks/colab_run_from_bash_example.ipynb)

Want to run on your images? ➡️ [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/3DOM-FBK/deep-image-matching/blob/master/notebooks/colab_run_from_bash_custom_images.ipynb)
Want to run on your images? ➡️ [![Open In Colab](https://colab.research.google.com/docs/assets/colab-badge.svg)](https://colab.research.google.com/github/3DOM-FBK/deep-image-matching/blob/master/notebooks/colab_run_from_bash_custom_images.ipynb)

## Installation

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For example, to run the matching with SuperPoint and LightGlue on a dataset, you can use the following command:

```bash
python main.py --dir assets/example_cyprus --pipeline superpoint+lightglue
python main.py --dir docs/assets/example_cyprus --pipeline superpoint+lightglue
```

For all the usage instructions and configurations, refer to the documenation at [https://3dom-fbk.github.io/deep-image-matching/](https://3dom-fbk.github.io/deep-image-matching/getting_started) or check the example notebooks.
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```bash
python ./join_databases.py --help
python ./join_databases.py --input assets/to_be_joined --output assets/to_be_joined
python ./join_databases.py --input docs/assets/to_be_joined --output docs/assets/to_be_joined
```

### Exporting the solution to Metashape
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